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May 2023</A></SPAN></B></P>
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Python to analyze big data, create beautiful visualizations, and use powerful
machine learning algorithms. This course is designed for both beginners with
basic programming experience or experienced developers looking to make the jump
to Data Science and big data Analysis.</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'> Python
has been one of the most adaptable, and robust open-source languages that are
easy to learn and uses powerful libraries for data manipulation and analysis.
For many years now, Python has been used in scientific computing and
mathematical domains such as physics, finance, oil and gas, and signal
processing.This Big Data Analytics with Python course provides a complete
overview of data analysis techniques using Python. A Data Scientist is one of
the strongest professions today and Python is a crucial skill for such roles.The
Big Data Analytics with Python course teaches you to master the concepts of
Python programming. Through this training, you will gain knowledge of the
essential tools of Data Analytics with Python.</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; TEXT-ALIGN: justify; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: 13.85pt"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #993300; mso-fareast-font-family: "Times New Roman"'>DURATION</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; TEXT-ALIGN: justify; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: 13.85pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>10
Days</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Course
Objective</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt; mso-margin-top-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt"><SPAN
style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Research
Design<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Python
for Data Science and Machine<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt; mso-margin-top-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt"><SPAN
style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Spark
for Big Data Analysis<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt; mso-margin-top-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt"><SPAN
style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Programmatically
download and analyse data<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt; mso-margin-top-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt"><SPAN
style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Practise
techniques to manage various types of data – ordinal, categorical,
encoding<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt; mso-margin-top-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt"><SPAN
style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Learn
data visualisation<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt; mso-margin-top-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt"><SPAN
style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Master
the art of performing step-by-step data analysis<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt; mso-margin-top-alt: auto; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt"><SPAN
style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Gain
information on the roles of a Machine Learning Engineer<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Describe
Machine Learning<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Work
with real-time data<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Learn
tools and techniques for predictive modelling<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Discuss
Machine Learning algorithms and their implementation<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Validate
Machine Learning algorithms<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Explain
Time Series and its related concepts<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Perform
Text Mining and Sentimental analysis<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'> </SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: 13.85pt"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #993300; mso-fareast-font-family: "Times New Roman"'>WHO
SHOULD ATTEND?</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Analytics
Team Managers<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Business
Analysts who want to comprehend Machine Learning concepts<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Information
Architects who want to gain proficiency in Predictive
Analytics<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Programmers,
Developers, Technical Leads, Architects<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Individuals
aspiring to be Machine Learning Engineers<o:p></o:p></SPAN></P>
<P class=MsoNormal
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style="FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Professionals
who want to develop automatic predictive models using data<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'> </SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Course
content</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Module1: Basic
statistical terms and concepts</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Introduction
to statistical concepts</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Descriptive
Statistics</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Inferential
statistics</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Module
2:Research Design</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· The
role and purpose of research design</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Types
of research designs</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· The
research process</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Which
method to choose?</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Exercise:
Identify a project of choice and developing a research design</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>Module
3: Survey Planning, Implementation and Completion</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Types
of surveys</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· The
survey process</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Survey
design</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Methods
of survey sampling</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Determining
the Sample size</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Planning
a survey</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Conducting
the survey</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· After
the survey</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>· Exercise:
Planning for a survey based on the research design selected</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'> </SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
4: DATA SCIENCE OVERVIEW</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Introduction
to Data Science</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Different
Sectors Using Data Science</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Purpose
and Components of Python</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
5: DATA ANALYTICS OVERVIEW</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Data
Analytics Process</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Knowledge
Check</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Exploratory
Data Analysis (<A href="http://email.foscoredevelopment.org/tracking/click?d=8aHRgqWtT-oN4yNMq0Bt7JLmB8XGmv5sJJsf8biXX5H6WrWaTYM7MP8rkbexbAq6aLEcHCZXy_asWi9Ab1l5OLIfpzVyDhVEtnGeLy-CxLopZbShsKOVvyoRcSwuX6FAluuSTMA52yChR1QpD942RP-v8ai6d8sm7iBB1w25pWfW0"><SPAN
style="TEXT-DECORATION: none; COLOR: #3f3f3f; text-underline: none">EDA</SPAN></A>)</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>EDA-Quantitative
Technique</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>EDA
– Graphical Technique</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Data
Analytics Conclusion or Predictions</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Data
Analytics Communication</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Data
Types for Plotting</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Data
Types and Plotting</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
6: STATISTICAL ANALYSIS AND BUSINESS APPLICATIONS</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Introduction
to Statistics</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Statistical
and Non-statistical Analysis</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Major
Categories of Statistics</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Statistical
Analysis Considerations</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Population
and Sample</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Statistical
Analysis Process</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Data
Distribution</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Dispersion</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Histogram</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Correlation
and Inferential Statistics</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
7 PYTHON ENVIRONMENT SETUP AND ESSENTIALS</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Anaconda</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Installation
of Anaconda Python Distribution</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Data
Types with Python</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Basic
Operators and Functions</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
8: MATHEMATICAL COMPUTING WITH PYTHON (NUMPY)</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Introduction
to NumPy</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Activity-Sequence
it Right</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Creating
and Printing an nd array</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Class
and Attributes of nd array</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Basic
Operations</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Copy
and Views</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Mathematical
Functions of NumPy</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Evaluate
the datasets containing GDPs of different countries</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Evaluate
the datasets of Summer Olympics 2012</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
9: SCIENTIFIC COMPUTING WITH PYTHON (SCIPY)</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Introduction
to SciPy</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>SciPy
Sub Package – Integration and Optimisation</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>SciPy
Sub package</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Demo
– Calculate Eigenvalues and Eigenvector</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Use
SciPy to solve a linear algebra problem</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Use
SciPy to define 20 random variables for random values</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
10: DATA MANIPULATION WITH PANDAS</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Introduction
to Pandas</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Understanding
DataFrame</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>View
and Select Data Demo</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Missing
Values</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Data
Operations</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>File
Read and Write Support</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Pandas
SQL Operation</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Analyse
the Federal Aviation Authority (FAA) dataset using Pandas</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Analyse
the dataset in CSV format given for fire department</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
11: MACHINE LEARNING WITH SCIKIT–LEARN</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Machine
Learning Approach</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Understand
data sets and extract its features</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Identifying
problem type and learning model</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>How
it Works</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Train,
test and optimising the model</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Supervised
Learning Model Considerations</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Scikit-Learn</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Supervised
Learning Models – Linear Regression</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Supervised
Learning Models – Logistic Regression</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Unsupervised
Learning Models</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Pipeline</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Model
Persistence and Evaluation</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Analyse
a dataset to find the features and response label of it</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
12: NATURAL LANGUAGE PROCESSING WITH SCIKIT LEARN</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>NLP
Overview</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>NLP
Applications</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>NLP
Libraries-Scikit</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Extraction
Considerations</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
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style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Scikit
Learn-Model Training and Grid Search</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Analyse
a given spam collection dataset</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Analyse
the sentiment dataset using NLP</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
13: DATA VISUALISATION IN PYTHON USING MATPLOT-LIB</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Introduction
to Data Visualisation</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Line
Properties</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>(x,
y) Plot and Subplots</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Types
of Plots</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Analyse
the “auto mpg data” and draw a pair plot</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Draw
a pie chart to visualise a dataset</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
14: WEB SCRAPING WITH BEAUTIFUL SOUP</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Web
Scraping and Parsing</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Knowledge
Check</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Understanding
and Searching the Tree</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Navigating
options</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Demo3
Navigating a Tree</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Knowledge
Check</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Modifying
the Tree</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Parsing
and Printing the Document</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Scrape
the Simplilearn website page to perform some tasks</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Scrape
the Simplilearn website page to perform some tasks</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; LETTER-SPACING: 0.15pt; mso-fareast-font-family: "Times New Roman"'>MODULE
15: INTEGRATION WITH HADOOP MAP-REDUCE AND SPARK</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Why
Big Data Solutions are Provided for Python0</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Big
Data and Hadoop</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Hadoop
Core Components</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Python
Integration with HDFS using Hadoop Streaming</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Using
Hadoop Streaming for Calculating Word Count</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Python
Integration with Spark using PySpark</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Using
PySpark to Determine Word Count</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 3.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 10pt; FONT-FAMILY: Symbol; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: #3f3f3f; mso-fareast-font-family: "Times New Roman"'>Determine
the word count for Amazon dataset</SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>General
Notes</SPAN></B><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'><o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>All
our courses can be Tailor-made to participants' needs<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>The
participant must be conversant in English<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Presentations
are well-guided, practical exercises, web-based tutorials, and group work. Our
facilitators are experts with more than 10 years of
experience.<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Upon
completion of training the participant will be issued with a Foscore development
center certificate (FDC-K)<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Training
will be done at the Foscore development center (FDC-K) centers. We also offer
inhouse and online training on the client schedule<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Course
duration is flexible and the contents can be modified to fit any number of
days.<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>The
course fee for onsite training includes facilitation training materials, 2
coffee breaks, a buffet lunch, and a Certificate of successful completion of
Training. Participants will be responsible for their own travel expenses and
arrangements, airport transfers, visa application dinners, health/accident
insurance, and other personal expenses.<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Accommodation,
pickup, freight booking, and Visa processing arrangement, are done on request,
at discounted prices.<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Tablet
and Laptops are provided to participants on request as an add-on cost to the
training fee.<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>One-year free
Consultation and Coaching provided after the course.<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Register
as a group of more than two and enjoy a discount of (10% to
50%)<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Payment
should be done before commence of the training or as agreed by the parties, to
the FOSCORE DEVELOPMENT CENTER account, so as to enable us to prepare better for
you.<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt 24.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>For
any inquiries reach us at <A target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">training@fdc-k.org</SPAN></A> or
+254712260031<o:p></o:p></SPAN></P>
<P class=MsoNormal
style="BACKGROUND: white; MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'> <o:p></o:p></SPAN></P>
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style='FONT-SIZE: 11.5pt; FONT-FAMILY: Symbol; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>·</SPAN><SPAN
style='FONT-SIZE: 7pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> </SPAN><SPAN
style='FONT-SIZE: 11.5pt; FONT-FAMILY: "Verdana",sans-serif; mso-fareast-font-family: "Times New Roman"; mso-bidi-font-family: "Times New Roman"'>Website:<A
href="http://email.foscoredevelopment.org/tracking/click?d=hp1qy6RyuCnm0ZC03eiSpqM_ADWnSIWjB_oY_CWaZ5LaHmDnvce2FX_8vJR21fbngLkUfcCXMjBreUDypWNxuTqI4kw63zMPoQa0dQG_T3ChgaxxjoG6GAPJlgLvF9wlsqwSyhcve9pRYbc5EI-IaLk1" target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">www.fdc-k.org</SPAN></A><o:p></o:p></SPAN></P>
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style="BACKGROUND: white; MARGIN: 0cm 0cm 7.5pt 6.75pt; LINE-HEIGHT: normal; TEXT-INDENT: -18pt"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; mso-fareast-font-family: "Times New Roman"'> <o:p></o:p></SPAN></P>
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style="BACKGROUND: #dddddd; MARGIN: 7.5pt 0cm; mso-line-height-alt: 12.0pt; mso-outline-level: 2"><SPAN
style='FONT-SIZE: 22.5pt; FONT-FAMILY: "Segoe UI",sans-serif; COLOR: #cb2940; mso-fareast-font-family: "Times New Roman"'>Other
Upcoming Workshops Kenya, Rwanda, Tanzania, Ethiopia and
Dubai<o:p></o:p></SPAN></P>
<P>
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<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt"
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style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Mobile Data Collection using ODK & KoboToolBox for Monitoring and Evaluation Course"
href="http://email.foscoredevelopment.org/tracking/click?d=PPxTHqDs3tSFXhIZ20P6iCbMhaiVDvQeYWlIUjXrtp8YKfcGQ7qqWYMBUlnEnJCzi1RsIgKlQiG3WOs0VXBN1yh2QbnWzY4Ym6Gpr0nO7ad0oRCH_yP6KuJdYqPyuP_CXVWEG8Sqnfr7GZtcLN2qhWB5xFo7xCZimWT0FILJIJkam2gXkUbYAJHEvwU_py7l2Q0pk27qoJtviXp-xd2wlup3_05EA_ru5MZLiw8p4GxLzdAdKlkjRPLWaKofFFTFjJFcTMEGTsJaJ1tBW4t02YnQy8lJUcQc46A6Aa7FPKcg0"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Mobile
Data Collection using ODK & KoboToolBox for Monitoring and Evaluation
Course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
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<TD
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style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Food Security Analysis Course"
href="http://email.foscoredevelopment.org/tracking/click?d=vH4zqmYC5zvrNP2bqgXhI9OBoCWAqG5Bi9fslRwJH6pkAU2WtAoSLgqK2vy-e0u3uAeZAhkcEVS6RmtdjMwnkrcc1-G3Jv0inmjPpAMfyuat9DijOxNfk4dQ0SduYD2MiUGqfJKW72PoTLr0TH6bffBZDm16pod7Dk-JsNfqPHWqfiuJUXqPgqJiEw0Hf154qL8Ys0ziZj68-z9BNDVme1E1"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Food
Security Analysis Course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
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style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #dddddd 1.5pt solid; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-left-alt: solid #DDDDDD 1.5pt"
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style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>3<o:p></o:p></SPAN></P></TD>
<TD
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style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Quantitative Data Management and Analysis with STATA"
href="http://email.foscoredevelopment.org/tracking/click?d=f_U4OWJc4PyYw1wYP-ii4PN-ARMURSxT9UsMjYY08yYnZ1RLaV-HbCXv-yoJ6WUKZpqsH-MndBscF7dmF0l_0fQbgPgzsKdcvC1lT6OqPMkSrtQ33F_nbEAu1EqgDVURMxsfNf796d_OI_uFqM4LxyTawHt1R417zHlyWajy9SkgNBiOWVu3pilOCG6hAFpQg62Nbqo3pNmaDhrA9Pp5CNm_o1QlamJLGirYwnEjH_r02Zl8kOVCqrhLvqOr1DwWqA2"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Quantitative
Data Management and Analysis with
STATA</SPAN></A><o:p></o:p></SPAN></P></TD>
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style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
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<TR style="mso-yfti-irow: 4">
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #dddddd 1.5pt solid; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-left-alt: solid #DDDDDD 1.5pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>4<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Advanced Web-based Mapping Applications using Open Source GIS Tools Course"
href="http://email.foscoredevelopment.org/tracking/click?d=f_U4OWJc4PyYw1wYP-ii4PN-ARMURSxT9UsMjYY08yZuL3zEk-VDNhrx97TwleRypNvLjaLey5DiA95GdBE1spe7gVMEGDrVqHIu3EtnAwChqNJSd8lD-K7WtxrtDuJCMqR6OrgRY0A_HtePKus1BbZIV70h2VPU_ZZ6okAOIWbQtWLO6zFHo_gEv-R2NdQZaLxV5aS0ngNE_aRMVbkFJhuXatqT9eUhbfr9LBZ5DiZ16gLzwuz2mfzIIRPAGZKh6g2"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Advanced
Web-based Mapping Applications using Open Source GIS Tools
Course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
vAlign=top></TD></TR>
<TR style="mso-yfti-irow: 5">
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #dddddd 1.5pt solid; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-left-alt: solid #DDDDDD 1.5pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>5<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Grant and Proposal Writing Course "
href="http://email.foscoredevelopment.org/tracking/click?d=dBSTMRdNJLoNtf16Szs4wtHzBla37gOrUhhmm8-g3RoI53Z1ufKfqJyMknExI0H-uweFrcXjq7hJwWePEU2nVz1MKjZgryY8SBHs2FNjHw31s3q14XsB7D9FNLbmg_fcHCPkhcX1TFJecw2FAyJkrUiNVu3S8PUgtMv-OA-Pc2R7PAxSBkdNsYoYkbOO4iIJyZ5Mn5PegH1qRPFqQmC5R1MupyeoPoz6VyEmP93AhOw20"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Grant and
Proposal Writing Course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
vAlign=top></TD></TR>
<TR style="mso-yfti-irow: 6">
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #dddddd 1.5pt solid; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-left-alt: solid #DDDDDD 1.5pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>6<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Advanced Management Program Course"
href="http://email.foscoredevelopment.org/tracking/click?d=dBSTMRdNJLoNtf16Szs4wtHzBla37gOrUhhmm8-g3RqWVU1MSyc7UxF_kizfBnjKXIZQqGcj97j6I7pYjSkQ3kkU8XekwJg-mRaO1JzL9m0qu0DErF8U88OgxiZXGe3L1ls20PfPpBEHisBls60e9O4g89w4370GUzT-ExZn1AMHFdzrpEmqds_0gthmS4WMXn7fmeC8kmNL2WDLWHzu8azAf2x_qaAwMvBrhOnSp-eS0"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Advanced
Management Program Course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
vAlign=top></TD></TR>
<TR style="mso-yfti-irow: 7">
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #dddddd 1.5pt solid; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-left-alt: solid #DDDDDD 1.5pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>7<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Finance for Non Finance Executives course"
href="http://email.foscoredevelopment.org/tracking/click?d=nCf_fCmC21ViZGsIxm63GIJ9shUMz415wZkJy1wCEh9q-iSPZygrtuIj05SAYuf-Tzy3GpSnOWNKhPZ46M8983iWErfoRnN2OPmYAh_8hFp6Mc52Y9jUb-79651dXHMaPzOBDZ7bVj88Ljusq2NeHJL7twjb5ALG_CqviuhGMFlw9XQR5zz0Z9HTAhEbw42x8mqLUAxG_O9oEh3-ZcX7kIelzT5MXNmzyGW_4LIJwCpG0"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Finance
for Non Finance Executives course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
vAlign=top></TD></TR>
<TR style="mso-yfti-irow: 8">
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #dddddd 1.5pt solid; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-left-alt: solid #DDDDDD 1.5pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>8<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Advanced Computer Skills Training Course"
href="http://email.foscoredevelopment.org/tracking/click?d=dBSTMRdNJLoNtf16Szs4wtHzBla37gOrUhhmm8-g3Rr-nR22piFrFpwevFcLwlzSaUTMrwqQV6b551Ie58Fq9ykIKVRJdmt9jFvLGup6hcOS7PLxIYlHL2iJN9QX6iMu-aIr0UUMk_vNlSxRaQ7sKSCQDF81Cfs2MUMya2QLdfSF02unnbtArMHruirLPZ1EDmNq4NTCsWM8uQWsAW_j2tcPDhxjn7kGlCpt3vnEHOAD0"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Advanced
Computer Skills Training Course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
vAlign=top></TD></TR>
<TR style="mso-yfti-irow: 9">
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #dddddd 1.5pt solid; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-left-alt: solid #DDDDDD 1.5pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>9<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Change Management Training Course"
href="http://email.foscoredevelopment.org/tracking/click?d=bNVkHMeSyMmz10Yy8SkjnD8xfSXk2fOsAuomgsJ9CxVuBU2hfxbXf0mBGHJ8Vi-VALJl9yop7Caff9pWLuP5ZQgRf6FbqEqomhL95rAIdWeIPi-9FK4kIuPvC6OQpsae06vbjPqaZcICT6LmmisK_O8lavrqeG4afT2dPrS_oYEH5WTsfGWGp9nNXBQGnNnCOxZYLoPwcflBy5umvLJb0bt0Zkk_Eol6DPiCnqnqsoab0"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Change
Management Training Course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #f0f0f0; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-right-alt: solid #DDDDDD 1.5pt"
vAlign=top></TD></TR>
<TR style="mso-yfti-irow: 10; mso-yfti-lastrow: yes">
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #dddddd 1.5pt solid; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #dddddd 1.5pt solid; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-left-alt: solid #DDDDDD 1.5pt; mso-border-bottom-alt: solid #DDDDDD 1.5pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'>10<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #dddddd 1pt solid; BORDER-RIGHT: #f0f0f0; BORDER-BOTTOM: #dddddd 1.5pt solid; PADDING-BOTTOM: 6pt; PADDING-TOP: 6pt; PADDING-LEFT: 6pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 6pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid #DDDDDD .75pt; mso-border-bottom-alt: solid #DDDDDD 1.5pt"
vAlign=top>
<P class=MsoNormal style="MARGIN: 0cm 0cm 15pt; LINE-HEIGHT: normal"><SPAN
style='FONT-SIZE: 12pt; FONT-FAMILY: "Times New Roman",serif; COLOR: black; mso-fareast-font-family: "Times New Roman"'><A
title="Office ICT Basic Skills Training Course"
href="http://email.foscoredevelopment.org/tracking/click?d=bNVkHMeSyMmz10Yy8SkjnD8xfSXk2fOsAuomgsJ9CxWJJKnSj1Zg_C4xOWiuQqgTVNuB_1EEMOOEAZjJ1DtdNaMhfQVI9K68IbG-Ht0Cy6GTHTaF4JzfpkKhZacum2WB4U831C9EdSUHBuTEynp_-fs-HsThs3kEZEWd96092v3_CQ0QX_5ltt7XNt3JtKkVtLuVS57aEYAmdKKJiMaeAajXdb0wwUiMH2YI_VJCRK2a0"
target=_blank><SPAN
style="TEXT-DECORATION: none; COLOR: blue; text-underline: none">Office
ICT Basic Skills Training Course</SPAN></A><o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #f0f0f0; BORDER-RIGHT: #dddddd 1.5pt solid; BORDER-BOTTOM: #dddddd 1.5pt solid; PADDING-BOTTOM: 0.75pt; PADDING-TOP: 0.75pt; PADDING-LEFT: 0.75pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 0.75pt; BACKGROUND-COLOR: transparent"></TD></TR></TBODY></TABLE></P>
<P class=MsoNormal style="MARGIN: 0cm 0cm 8pt"><o:p><FONT
face=Calibri> </P>
<H2 style="MARGIN: auto 0cm"><FONT face="Times New Roman">Group Discount
Rate<o:p></o:p></FONT></H2>
<P class=MsoNormal style="MARGIN: 1.95pt 0cm 10pt"><SPAN
style="mso-fareast-font-family: Cambria; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin">The
registration cost of the course per participant is USD 2,900 with group rates
listed below: <o:p></o:p></SPAN></P>
<P class=MsoNormal style="MARGIN: 0cm 0cm 8pt">
<TABLE class=MsoTableGrid
style="BORDER-TOP: medium none; BORDER-RIGHT: medium none; WIDTH: 100%; BORDER-COLLAPSE: collapse; BORDER-BOTTOM: medium none; BORDER-LEFT: medium none; mso-yfti-tbllook: 1184; mso-border-alt: solid windowtext .5pt; mso-padding-alt: 0cm 5.4pt 0cm 5.4pt"
cellSpacing=0 cellPadding=0 width="100%" border=1>
<TBODY>
<TR style="HEIGHT: 6.35pt; mso-yfti-irow: 0; mso-yfti-firstrow: yes">
<TD
style="BORDER-TOP: windowtext 1pt solid; HEIGHT: 6.35pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 32.94%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: windowtext 1pt solid; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid windowtext .5pt"
vAlign=top width="32%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B
style="mso-bidi-font-weight: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>Group
Size<o:p></o:p></SPAN></B></P></TD>
<TD
style="BORDER-TOP: windowtext 1pt solid; HEIGHT: 6.35pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 67.06%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt"
vAlign=top width="67%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><B
style="mso-bidi-font-weight: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>Discount
Rate for Group<o:p></o:p></SPAN></B></P></TD></TR>
<TR style="HEIGHT: 7.25pt; mso-yfti-irow: 1">
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 7.25pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 32.94%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: windowtext 1pt solid; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt"
vAlign=top width="32%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>2-5<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 7.25pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 67.06%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt"
vAlign=top width="67%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>10%<o:p></o:p></SPAN></P></TD></TR>
<TR style="HEIGHT: 7.25pt; mso-yfti-irow: 2">
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 7.25pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 32.94%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: windowtext 1pt solid; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt"
vAlign=top width="32%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>6-10<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 7.25pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 67.06%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt"
vAlign=top width="67%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>15%<o:p></o:p></SPAN></P></TD></TR>
<TR style="HEIGHT: 3.6pt; mso-yfti-irow: 3">
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 32.94%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: windowtext 1pt solid; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt"
vAlign=top width="32%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>11-15<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 67.06%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt"
vAlign=top width="67%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>20%<o:p></o:p></SPAN></P></TD></TR>
<TR style="HEIGHT: 3.6pt; mso-yfti-irow: 4">
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 32.94%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: windowtext 1pt solid; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt"
vAlign=top width="32%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>16-20<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 67.06%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt"
vAlign=top width="67%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>25%<o:p></o:p></SPAN></P></TD></TR>
<TR style="HEIGHT: 3.6pt; mso-yfti-irow: 5">
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 32.94%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: windowtext 1pt solid; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt"
vAlign=top width="32%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>21-25<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 67.06%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt"
vAlign=top width="67%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>30%<o:p></o:p></SPAN></P></TD></TR>
<TR style="HEIGHT: 3.6pt; mso-yfti-irow: 6">
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 32.94%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: windowtext 1pt solid; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt"
vAlign=top width="32%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>26-30<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 67.06%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt"
vAlign=top width="67%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>35%<o:p></o:p></SPAN></P></TD></TR>
<TR style="HEIGHT: 3.6pt; mso-yfti-irow: 7; mso-yfti-lastrow: yes">
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 32.94%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: windowtext 1pt solid; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt"
vAlign=top width="32%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>30-50<o:p></o:p></SPAN></P></TD>
<TD
style="BORDER-TOP: #f0f0f0; HEIGHT: 3.6pt; BORDER-RIGHT: windowtext 1pt solid; WIDTH: 67.06%; BORDER-BOTTOM: windowtext 1pt solid; PADDING-BOTTOM: 0cm; PADDING-TOP: 0cm; PADDING-LEFT: 5.4pt; BORDER-LEFT: #f0f0f0; PADDING-RIGHT: 5.4pt; BACKGROUND-COLOR: transparent; mso-border-top-alt: solid windowtext .5pt; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt"
vAlign=top width="67%">
<P class=MsoNormal style="MARGIN: 0cm 0cm 0pt; LINE-HEIGHT: normal"><SPAN
style='mso-fareast-font-family: "Times New Roman"; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin'>40%<o:p></o:p></SPAN></P></TD></TR></TBODY></TABLE></P>
<H2 style="MARGIN: auto 0cm"><A name=_Toc107231341><FONT
face="Times New Roman">Other Important Links</FONT></A><o:p></o:p></H2>
<P class=MsoListParagraphCxSpFirst
style="TEXT-ALIGN: justify; MARGIN: 0cm 0.4pt 0.65pt 36pt; LINE-HEIGHT: 103%; TEXT-INDENT: -18pt; mso-list: l0 level1 lfo1; mso-add-space: auto"><SPAN
style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><A href="http://email.foscoredevelopment.org/tracking/click?d=KLljWUOzVpfxObUaI_1vCVpT3bxpxhBT8aqxNNoEmGqleAl-liL9NRGd80ejkepbChPgueabXKw50ZP-komJeDeWAj4uAu_mzKbqGE0zNSYrm5fER-gdh8JvdF55Jh_rB8o5Cv5SwkFJC0KoSGOFvAfZcQDFBoCWjAwHkjMGl6qd0"><FONT
color=#0000ff face="Times New Roman">Humanitarian and Social Development
professional short courses</FONT></A><o:p></o:p></P>
<P class=MsoListParagraphCxSpMiddle
style="TEXT-ALIGN: justify; MARGIN: 0cm 0.4pt 0.65pt 36pt; LINE-HEIGHT: 103%; TEXT-INDENT: -18pt; mso-list: l0 level1 lfo1; mso-add-space: auto"><SPAN
style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><A
href="http://email.foscoredevelopment.org/tracking/click?d=iiOi7TnNqvix6G3iLEcxMmcdSHV3pSiLzX3n2WmpqcsCRLFFCt4X4Mdnj-28nasM-jlw1qMgIr5HlvE6Few4F4wuXm1Sg4B9VCwy_nLKJ7V6h2aQCfDiQJNxeD6HVGzWsL55bjAKFTdHmd0tgFqc9ZtvjI6lM2iTb5pcsaiwQvBa0"><FONT color=#0000ff
face="Times New Roman">Monitoring and Evaluation professional short
courses</FONT></A><o:p></o:p></P>
<P class=MsoListParagraphCxSpMiddle
style="TEXT-ALIGN: justify; MARGIN: 0cm 0.4pt 0.65pt 36pt; LINE-HEIGHT: 103%; TEXT-INDENT: -18pt; mso-list: l0 level1 lfo1; mso-add-space: auto"><SPAN
style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><A
href="http://email.foscoredevelopment.org/tracking/click?d=5KMl_woZI3Kx63y1WPA5sc3xOBCX04pu-FvhlXc0sEm3w2Tg_93W4uwM2TXEBmboZPh9A9RDNkynwq43hhQgs0MXKOtnGaO61QLEF2t_XnkmvnyW2S8vYvK5AgS2KpWlvDZYp--fWKhiTr_p53T0YgOJnoUWJZZRy4VbyCrTieIi0"><FONT
color=#0000ff face="Times New Roman">Research and Data Analysis professional
short courses</FONT></A><o:p></o:p></P>
<P class=MsoListParagraphCxSpMiddle
style="TEXT-ALIGN: justify; MARGIN: 0cm 0.4pt 0.65pt 36pt; LINE-HEIGHT: 103%; TEXT-INDENT: -18pt; mso-list: l0 level1 lfo1; mso-add-space: auto"><SPAN
style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><A
href="http://email.foscoredevelopment.org/tracking/click?d=nz09lGE-ZUGyT5DqYahGI1hIO4YwTRlmiyb7-jBZESaQ_2CpPufQC3jtpopvbUzvfSe5yoNUVRnOMhTCPREUI7WaVdV_ssFXzp75wXFazueg4_dKFICMqMacr0ExYOdr_9I4FwmfIdPaZ15pHLTer0XuZ9y9H56cM079VBGDoOZv0"><FONT color=#0000ff
face="Times New Roman">Information Technology professional short
courses</FONT></A><o:p></o:p></P>
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style="TEXT-ALIGN: justify; MARGIN: 0cm 0.4pt 0.65pt 36pt; LINE-HEIGHT: 103%; TEXT-INDENT: -18pt; mso-list: l0 level1 lfo1; mso-add-space: auto"><SPAN
style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><A href="http://email.foscoredevelopment.org/tracking/click?d=lJAwHq4FttzgxqoBHE2OjeaWUGkzl-sSpWfHfOjrqGOuIRc9kBlheoI8_doEdkJzeItnAYDl96lTlFGIZae-o5f1K3M3sjjZcyP9snBeKXFjFrTkmDjF8aYXZZYFQtc3CNvwCOX4wKVbOM5rm1O_IQ8w5MLD_qr_13psTujrbH3_0"><FONT
color=#0000ff face="Times New Roman">Agriculture professional short
courses</FONT></A><o:p></o:p></P>
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style="TEXT-ALIGN: justify; MARGIN: 0cm 0.4pt 0.65pt 36pt; LINE-HEIGHT: 103%; TEXT-INDENT: -18pt; mso-list: l0 level1 lfo1; mso-add-space: auto"><SPAN
style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><A href="http://email.foscoredevelopment.org/tracking/click?d=2j4YqRryr19io-Urn5g1VOQ5-UokqjMMohE0BKbg2Voe-MTGlfzr2TufUGCp_zuo7lmLmavvQLdKfCbncr3rPusPTbeUMko4RHg_XR90cUt6XakUPJDM4XaoWm5J2oRn48MlLdxmCEWqfVDuJj0Wj-w1"><FONT
color=#0000ff face="Times New Roman">GIS & Remote Sensing professional short
courses</FONT></A><o:p></o:p></P>
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href="http://email.foscoredevelopment.org/tracking/click?d=VzI73Il7O4Dg8UQVZcGIrfdrTzWTfJwEzEipX1YLeJc8SKbf6lc4d5HufYfhO2Kdu8AF-4IlMOTdb93jt5BsnsdGLF1erFicMEJALIAlGntaSIZjhEwbmlyCg2uidj7KUhi01IALAPlEkiwDtl_R4LuiV1LUn2JE3xkm7mqYKg180"><FONT color=#0000ff
face="Times New Roman">Business and Governance professional short
courses</FONT></A><o:p></o:p></P>
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style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"><SPAN
style="mso-list: Ignore">·<SPAN
style='FONT: 7pt "Times New Roman"'>
</SPAN></SPAN></SPAN><A href="http://email.foscoredevelopment.org/tracking/click?d=nL2O3Cv7wz_EvWeaEkei-IKDTDbA2LQaHZuyJ-xpWcTGViSkERViC6ruAT30VRTtKvw7PLJSnMTaLUuAk49Gycxkz1Z2YWN7bTbNGm1YO__Qg35XsHHoFPoW_b1JxxAiwNjoENY_wsKloGhLB2CFWTU1"><FONT
color=#0000ff face="Times New Roman">Online Training
Course</FONT></A><o:p></o:p></P>
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style="TEXT-ALIGN: justify; MARGIN: 0cm 0.4pt 0.65pt 36pt; LINE-HEIGHT: 103%; TEXT-INDENT: -18pt; mso-list: l0 level1 lfo1; mso-add-space: auto"><SPAN
class=MsoHyperlink><SPAN
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Courses</FONT><o:p></o:p></A></P>
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