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Date: Wed, 9 Oct 2019 10:04:57 +0000
To: ceo@adiyatgroup.com
From: Statistical Analysis with Python Masterclass <academy@eduspheremiddle-east.me>
Reply-To: Statistical Analysis with Python Masterclass <academy@eduspheremiddle-east.me>
Subject: Statistical Analysis with Python for Beginners - Handle your data with precision and care for optimal business intelligence - AED 900 inclusive of Certificate, Course Material & Execution Support
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<center>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" he=
ight=3D"100%" id=3D"bodyTable" width=3D"100%">
=09<tbody>
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PLATE // -->
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-->
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d=3D"templateHeader" width=3D"600">
=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09<td class=3D"headerContainer" style=3D"padding-t=
op:9px; padding-bottom:9px;" valign=3D"top">
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=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnTextContentContainer" style=3D"=
max-width:100%; min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextContent" s=
tyle=3D"padding-top:0; padding-right:18px; padding-bottom:9px; padding-left=
:18px;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"background-color: =
transparent;color: #000000;font-family: Times New Roman;font-size: 16px;fon=
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l;orphans: 2;text-align: center;text-decoration: none;text-indent: 0px;text=
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ly:open sans,helvetica neue,helvetica,arial,sans-serif"><span style=3D"font=
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data science problems&nbsp;</span></span></span></strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
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r />
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data to inform decision-making</span></span></strong></span></p>
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style=3D"padding-right: 0px; padding-left: 0px; padding-top: 0; padding-bot=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
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--></td>
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:9px; padding-bottom:9px;" valign=3D"top">
=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
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=3D"padding-top:9px;" valign=3D"top"><!--[if mso]>
=09=09=09=09<table align=3D"left" border=3D"0" cellspacing=3D"0" cellpaddin=
g=3D"0" width=3D"100%" style=3D"width:100%;">
=09=09=09=09<tr>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09<td valign=3D"top" width=3D"600" style=3D"width:600px;">
=09=09=09=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnTextContentContainer" style=3D"=
max-width:100%; min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextContent" s=
tyle=3D"padding-top:0; padding-right:18px; padding-bottom:9px; padding-left=
:18px;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<h1 style=3D"text-align: cente=
r;"><span style=3D"font-size:40px"><span style=3D"font-family:open sans,hel=
vetica neue,helvetica,arial,sans-serif"><strong><font color=3D"#0b0416">Dat=
a Analytics with Python</font></strong></span></span></h1>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: cent=
er;"><span style=3D"font-size:23px"><strong><span style=3D"color:#000000"><=
span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-ser=
if">Beginner&#39;s Edition</span></span></strong></span></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: cent=
er;"><span style=3D"color:#FFFF00"><em><span style=3D"font-size:23px"><span=
 style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">=
<strong><span style=3D"background-color:#000080">Learn By Practice</span></=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: cent=
er;"><span style=3D"color:#000000"><span style=3D"font-size:15px"><span sty=
le=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">Pyth=
on is an excellent tool for data analysis. In this course, you&#39;ll learn=
 how to collect, analyze, and persist data, then build data visualizations =
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:#000000">=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"font-size:14px"=
><span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-s=
erif"><strong>AED 900 per participant&nbsp;</strong></span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"font-family:ope=
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style=3D"-webkit-text-stroke-width:0px; background-color:transparent; displ=
ay:inline !important; float:none; font-style:normal; font-variant:normal; f=
ont-weight:400; letter-spacing:normal; orphans:2; text-align:justify; text-=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09<!--[if mso]>
=09=09=09=09</td>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09</tr>
=09=09=09=09</table>
=09=09=09=09<![endif]--></td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnDividerBlock" style=3D"min-width:100%;" width=3D"100%">
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EAEA;border-top-width: 2px;border-top-style: solid;min-width: 100%;" width=
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=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td>&nbsp;</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09<!--           =20
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0; margin-bottom:0; margin-left:0;" />
--></td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnBoxedTextBlock" style=3D"min-width:100%;" width=3D"100%=
"><!--[if gte mso 9]>
=09<table align=3D"center" border=3D"0" cellspacing=3D"0" cellpadding=3D"0"=
 width=3D"100%">
=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnBoxedTextBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnBoxedTextBlockInner" va=
lign=3D"top"><!--[if gte mso 9]>
=09=09=09=09<td align=3D"center" valign=3D"top" ">
=09=09=09=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnBoxedTextContentContainer" styl=
e=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D"padding-top:9px; =
padding-left:18px; padding-bottom:9px; padding-right:18px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table border=3D"0" cellspacin=
g=3D"0" class=3D"mcnTextContentContainer" style=3D"min-width: 100% !importa=
nt;background-color: #090F4C;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextC=
ontent" style=3D"padding: 18px;text-align: center;color: #F2F2F2;font-famil=
y: Helvetica;font-size: 14px;font-weight: normal;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-al=
ign: center;"><span style=3D"font-size:20px"><span style=3D"color:#F0F8FF">=
<span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-se=
rif">Please choose the 1-day session<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09by clicking on the<br=
 />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09REGISTER NOW Button b=
elow&nbsp;</span></span></span></div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-al=
ign: center;"><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:=
#F0F8FF"><strong><font face=3D"open sans,helvetica neue,helvetica,arial,san=
s-serif"><font size=3D"5">12th October 2019</font></font></strong></span></=
div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-al=
ign: center;"><span style=3D"font-size:16px"><strong><span style=3D"font-fa=
mily:open sans,helvetica neue,helvetica,arial,sans-serif"><span style=3D"co=
lor:#F0F8FF"><span style=3D"-webkit-text-stroke-width:0px; background-color=
:transparent; display:inline !important; float:none; font-style:normal; fon=
t-variant:normal; font-weight:400; letter-spacing:normal; orphans:2; text-a=
lign:center; text-decoration:none; text-indent:0px; text-transform:none; wh=
ite-space:normal; word-spacing:0px">9:00am - 5:00pm&nbsp;</span></span></sp=
an></strong></span></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09<!--[if gte mso 9]>
=09=09=09=09</td>
=09=09=09=09<![endif]--><!--[if gte mso 9]>
                </tr>
                </table>
=09=09=09=09<![endif]--></td>
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=09=09=09=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" c=
ellspacing=3D"0" class=3D"mcnButtonContentContainer" style=3D"border-radius=
: 0px;border-collapse: separate !important;background-color: #FFD249;">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td align=3D"center" class=3D"=
mcnButtonContent" style=3D"padding: 15px; font-family: Arial; font-size: 24=
px;" valign=3D"middle"><a class=3D"mcnButton " href=3D"https://form.jotform=
.me/92641816603457" style=3D"text-align: center;color: #083F58;line-height:=
 100%;letter-spacing: 3px;font-weight: bold;text-decoration: none;" target=
=3D"_blank" title=3D"REGISTER NOW">REGISTER NOW</a></td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnTextBlock" style=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnTextBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextBlockInner" style=
=3D"padding-top:9px;" valign=3D"top"><!--[if mso]>
=09=09=09=09<table align=3D"left" border=3D"0" cellspacing=3D"0" cellpaddin=
g=3D"0" width=3D"100%" style=3D"width:100%;">
=09=09=09=09<tr>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09<td valign=3D"top" width=3D"600" style=3D"width:600px;">
=09=09=09=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnTextContentContainer" style=3D"=
max-width:100%; min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextContent" s=
tyle=3D"padding-top:0; padding-right:18px; padding-bottom:9px; padding-left=
:18px;" valign=3D"top"><span style=3D"color:#000000"><span style=3D"font-si=
ze:13px"><font face=3D"open sans,helvetica neue,helvetica,arial,sans-serif"=
><strong>Exciting news! </strong>We&rsquo;re officially launching the updat=
ed version of our new <strong>Data Analysis with Python for Beginner&#39;s<=
/strong>. If you&rsquo;re looking to learn Python for data analysis or data=
 science, we think this new learning path offers the best way to learn mode=
rn, production-ready Python for data analysis.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>Course level :</strong=
>Basic - Created for Students and Beginners</font></span></span>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"text-align: left;"=
><span style=3D"color:#000000"><span style=3D"font-size:13px"><span style=
=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-serif"><stron=
g>Python knowledge : </strong>Not required.</span></span></span></p>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"text-align: left;"=
><span style=3D"color:#000000"><span style=3D"font-size:13px"><span style=
=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-serif"><stron=
g>Outcome :</strong> Good knowledge in Python and Statistical Analysis by t=
he end of the workshop.</span></span></span></p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09<!--[if mso]>
=09=09=09=09</td>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09</tr>
=09=09=09=09</table>
=09=09=09=09<![endif]--></td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnImageBlock" style=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnImageBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnImageBlockInner" style=
=3D"padding:9px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnImageContentContainer" style=3D=
"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnImageContent" =
style=3D"padding-right: 9px; padding-left: 9px; padding-top: 0; padding-bot=
tom: 0; text-align:center;" valign=3D"top"><img align=3D"center" alt=3D"" c=
lass=3D"mcnImage" src=3D"https://gallery.mailchimp.com/16bcb1bdb05684c400f9=
3fd72/images/394a6e41-8218-426e-bca0-ec8ca02e3744.jpg" style=3D"max-width:1=
200px; padding-bottom: 0; display: inline !important; vertical-align: botto=
m;" width=3D"564" /></td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnTextBlock" style=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnTextBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextBlockInner" style=
=3D"padding-top:9px;" valign=3D"top"><!--[if mso]>
=09=09=09=09<table align=3D"left" border=3D"0" cellspacing=3D"0" cellpaddin=
g=3D"0" width=3D"100%" style=3D"width:100%;">
=09=09=09=09<tr>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09<td valign=3D"top" width=3D"600" style=3D"width:600px;">
=09=09=09=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnTextContentContainer" style=3D"=
max-width:100%; min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextContent" s=
tyle=3D"padding-top:0; padding-right:18px; padding-bottom:9px; padding-left=
:18px;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: left=
;"><span style=3D"color:#000000"><strong><span style=3D"font-size:14px"><sp=
an style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-serif=
">Enhance your skill set and boost your hirability through an innovative, p=
ractical and analytical learning.</span></span></strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"font-size:13px"=
><span style=3D"-webkit-text-stroke-width: 0px;background-color: #FFFFFF;di=
splay: inline !important;float: none;font-family: open sans,helvetica neue,=
helvetica,arial,sans-serif;font-style: normal;font-variant: normal;font-wei=
ght: 400;letter-spacing: normal;orphans: 2;text-align: left;text-decoration=
: none;text-indent: 0px;text-transform: none;white-space: normal;word-spaci=
ng: 0px;">This comprehensive course will be your guide to learning how to u=
se the power of Python to analyze data, create beautiful visualizations, an=
d use powerful machine learning algorithms!</span></span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong><span style=3D"font-si=
ze:14px"><span style=3D"font-family:open sans,helvetica neue,helvetica,aria=
l,sans-serif">Overview - The Importance of Python in Analysing Data</span><=
/span></strong></span></div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: just=
ify;"><span style=3D"color:#000000"><span style=3D"font-size:13px"><font fa=
ce=3D"open sans,helvetica neue,helvetica,arial,sans-serif"><span style=3D"f=
ont-family:open sans,helvetica neue,helvetica,arial,sans-serif">Statistical=
 computing and graphing is an exciting field to work on. Companies around t=
he world work on approximately 2.5 Quintillion Bytes of data everyday which=
 empathizes on the need of people with specialization in programming langua=
ges and deep analytical skills.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Plethora of choices exists in =
the world of programming languages. It takes a learning curve to get skille=
d in any language. To start in the languages you can choose from any amongs=
t Python, SAS or R. But once you become experienced in your field and want =
to grow, you will be asked how well versed are you with Python. If you know=
 Python, you become one of the marketable resources with respect to the pos=
itions.</span></font></span></span></div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: just=
ify;">&nbsp;</div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: just=
ify;"><span style=3D"font-size:13px"><span style=3D"font-family:open sans,h=
elvetica neue,helvetica,arial,sans-serif"><span style=3D"color:#000000"><st=
rong>Python is the leading programming language for statistics and data ana=
lysis.</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>Advantages/Benefits of=
 Python</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09The diverse application of the=
 Python language is a result of the combination of features which give this=
 language an edge over others. Some of the benefits of programming in Pytho=
n include:<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>1. Presence of Third P=
arty Modules:</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09The Python Package Index (PyPI=
) contains numerous third-party modules that make Python capable of interac=
ting with most of the other languages and platforms.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>2. Extensive Support L=
ibraries:</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Python provides a large standa=
rd library which includes areas like internet protocols, string operations,=
 web services tools and operating system interfaces. Many high use programm=
ing tasks have already been scripted into the standard library which reduce=
s length of code to be written significantly.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>3. Open Source and Com=
munity Development:</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Python language is developed u=
nder an OSI-approved open source license, which makes it free to use and di=
stribute, including for commercial purposes.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Further, its development is dr=
iven by the community which collaborates for its code through hosting confe=
rences and mailing lists, and provides for its numerous modules.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>4. Learning Ease and S=
upport Available:</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Python offers excellent readab=
ility and uncluttered simple-to-learn syntax which helps beginners to utili=
ze this programming language. The code style guidelines, PEP 8, provide a s=
et of rules to facilitate the formatting of code. Additionally, the wide ba=
se of users and active developers has resulted in a rich internet resource =
bank to encourage development and the continued adoption of the language.<b=
r />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>5. User-friendly Data =
Structures:</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Python has built-in list and d=
ictionary data structures which can be used to construct fast runtime data =
structures. Further, Python also provides the option of dynamic high-level =
data typing which reduces the length of support code that is needed.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>6. Productivity and Sp=
eed:</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Python has clean object-orient=
ed design, provides enhanced process control capabilities, and possesses st=
rong integration and text processing capabilities and its own unit testing =
framework, all of which contribute to the increase in its speed and product=
ivity. Python is considered a viable option for building complex multi-prot=
ocol network applications.</span></span></span></div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: just=
ify;"><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"font-size:13px"=
><span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-s=
erif"><span style=3D"color:#000000">Due to its robust features and effectiv=
e data handling facility major organisations and universities use Python fo=
r data analysis. Supply chain, manufacturing, Finance and marketing, every =
field uses this language as a fundamental tool for data analysis.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09As a language for statistical =
computing, the popularity of Python is here to stay for long. It will be in=
 demand by Data scientists, Analyst Managers, Business Analysts and Analyst=
s Consultants and anyone who need to make sense of data.</span></span></spa=
n></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09<!--[if mso]>
=09=09=09=09</td>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09</tr>
=09=09=09=09</table>
=09=09=09=09<![endif]--></td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnDividerBlock" style=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnDividerBlockOuter">
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=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnDividerBlockInner" styl=
e=3D"padding: 18px; min-width: 100%;">
=09=09=09=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" c=
ellspacing=3D"0" class=3D"mcnDividerContent" style=3D"border-top-color: #EA=
EAEA;border-top-width: 2px;border-top-style: solid;min-width: 100%;" width=
=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td>&nbsp;</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09<!--           =20
                <td class=3D"mcnDividerBlockInner" style=3D"padding: 18px;"=
>
                <hr class=3D"mcnDividerContent" style=3D"border-bottom-colo=
r:none; border-left-color:none; border-right-color:none; border-bottom-widt=
h:0; border-left-width:0; border-right-width:0; margin-top:0; margin-right:=
0; margin-bottom:0; margin-left:0;" />
--></td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnImageBlock" style=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnImageBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnImageBlockInner" style=
=3D"padding:9px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnImageContentContainer" style=3D=
"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnImageContent" =
style=3D"padding-right: 9px; padding-left: 9px; padding-top: 0; padding-bot=
tom: 0; text-align:center;" valign=3D"top"><img align=3D"center" alt=3D"" c=
lass=3D"mcnImage" src=3D"https://gallery.mailchimp.com/16bcb1bdb05684c400f9=
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280px; padding-bottom: 0; display: inline !important; vertical-align: botto=
m;" width=3D"564" /></td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnTextBlock" style=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnTextBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextBlockInner" style=
=3D"padding-top:9px;" valign=3D"top"><!--[if mso]>
=09=09=09=09<table align=3D"left" border=3D"0" cellspacing=3D"0" cellpaddin=
g=3D"0" width=3D"100%" style=3D"width:100%;">
=09=09=09=09<tr>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09<td valign=3D"top" width=3D"600" style=3D"width:600px;">
=09=09=09=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnTextContentContainer" style=3D"=
max-width:100%; min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextContent" s=
tyle=3D"padding-top:0; padding-right:18px; padding-bottom:9px; padding-left=
:18px;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p style=3D"margin: 0px 0px 12=
px;text-align: justify;color: #303030;text-transform: none;line-height: 21p=
x;text-indent: 0px;letter-spacing: normal;font-style: normal;font-variant: =
normal;font-weight: 400;text-decoration: none;word-spacing: 0px;white-space=
: normal;word-wrap: break-word;box-sizing: border-box;orphans: 2;-webkit-ta=
p-highlight-color: transparent;-webkit-text-stroke-width: 0px;background-co=
lor: transparent;"><span style=3D"font-size:14px"><span style=3D"font-famil=
y:open sans,helvetica neue,helvetica,arial,sans-serif"><strong><span style=
=3D"-webkit-text-stroke-width: 0px;background-color: #FFFFFF;color: #333333=
;display: inline !important;float: none;font-style: inherit;font-variant: n=
ormal;font-weight: inherit;letter-spacing: normal;orphans: 2;text-align: le=
ft;text-decoration: none;text-indent: 0px;text-transform: none;white-space:=
 normal;word-spacing: 0px;zoom: 1;">This course is designed for Python begi=
nners</span></strong></span></span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:#000000">=
<span style=3D"font-size:13px"><span style=3D"font-family:open sans,helveti=
ca neue,helvetica,arial,sans-serif"><span style=3D"-webkit-text-stroke-widt=
h: 0px;background-color: #FFFFFF;display: inline !important;float: none;fon=
t-style: inherit;font-variant: normal;font-weight: inherit;letter-spacing: =
normal;orphans: 2;text-align: left;text-decoration: none;text-indent: 0px;t=
ext-transform: none;white-space: normal;word-spacing: 0px;zoom: 1;">It star=
ts with basics of big data and teaches in-depth concepts of big data in Pyt=
hon using interesting case studies. Hence, if you ever want to become a mas=
ter in data science using Python, this is your start line.</span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Everyone who works or looking =
to work with data can benefit from learning some Python, and with our Data =
Analysis in Python path, it&rsquo;s now easier than ever to get started. St=
art learning one of the fastest-growing languages in data science right now=
, and in five minutes you&rsquo;ll have written your first Python code and =
be on your way to learning Python.</span></span></span></p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09<!--[if mso]>
=09=09=09=09</td>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09</tr>
=09=09=09=09</table>
=09=09=09=09<![endif]--></td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnTextBlock" style=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnTextBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextBlockInner" style=
=3D"padding-top:9px;" valign=3D"top"><!--[if mso]>
=09=09=09=09<table align=3D"left" border=3D"0" cellspacing=3D"0" cellpaddin=
g=3D"0" width=3D"100%" style=3D"width:100%;">
=09=09=09=09<tr>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09<td valign=3D"top" width=3D"600" style=3D"width:600px;">
=09=09=09=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnTextContentContainer" style=3D"=
max-width:100%; min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextContent" s=
tyle=3D"padding-top:0; padding-right:18px; padding-bottom:9px; padding-left=
:18px;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: just=
ify;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<p><strong><span style=3D"colo=
r:#000000"><span style=3D"font-size:13px"><span style=3D"font-family:open s=
ans,helvetica neue,helvetica,arial,sans-serif">This Workshop is divided int=
o three modules of two hours and a half of each module.</span></span></span=
></strong></p>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09<!--[if mso]>
=09=09=09=09</td>
=09=09=09=09<![endif]--><!--[if mso]>
=09=09=09=09</tr>
=09=09=09=09</table>
=09=09=09=09<![endif]--></td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnImageBlock" style=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnImageBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnImageBlockInner" style=
=3D"padding:9px" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnImageContentContainer" style=3D=
"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnImageContent" =
style=3D"padding-right: 9px; padding-left: 9px; padding-top: 0; padding-bot=
tom: 0; text-align:center;" valign=3D"top"><img align=3D"center" alt=3D"" c=
lass=3D"mcnImage" src=3D"https://gallery.mailchimp.com/16bcb1bdb05684c400f9=
3fd72/images/959568e6-78f5-4c5b-a5cf-1b557b8fe7a6.jpg" style=3D"max-width:4=
80px; padding-bottom: 0; display: inline !important; vertical-align: bottom=
;" width=3D"480" /></td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09=09=09=09</table>
=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09</tbody>
=09=09=09=09=09=09=09=09=09</table>

=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
g=3D"0" class=3D"mcnBoxedTextBlock" style=3D"min-width:100%;" width=3D"100%=
"><!--[if gte mso 9]>
=09<table align=3D"center" border=3D"0" cellspacing=3D"0" cellpadding=3D"0"=
 width=3D"100%">
=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09<tbody class=3D"mcnBoxedTextBlockOuter">
=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnBoxedTextBlockInner" va=
lign=3D"top"><!--[if gte mso 9]>
=09=09=09=09<td align=3D"center" valign=3D"top" ">
=09=09=09=09<![endif]-->
=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnBoxedTextContentContainer" styl=
e=3D"min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td style=3D"padding-top:9px; =
padding-left:18px; padding-bottom:9px; padding-right:18px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<table border=3D"0" cellspacin=
g=3D"0" class=3D"mcnTextContentContainer" style=3D"min-width: 100% !importa=
nt;background-color: #090F4C;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextC=
ontent" style=3D"padding: 18px;text-align: center;color: #F2F2F2;font-famil=
y: Helvetica;font-size: 14px;font-weight: normal;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"backgro=
und-color: transparent;color: #656565;font-family: Helvetica;font-size: 12p=
x;font-style: normal;font-variant: normal;font-weight: 400;letter-spacing: =
normal;orphans: 2;text-align: left;text-decoration: none;text-indent: 0px;t=
ext-transform: none;-webkit-text-stroke-width: 0px;white-space: normal;word=
-spacing: 0px;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div><span style=3D"c=
olor:#E6E6FA"><span style=3D"font-size:15px"><span style=3D"font-family:ope=
n sans,helvetica neue,helvetica,arial,sans-serif"><strong>What&#39;s Covere=
d?</strong></span></span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"font-s=
ize:13px"><span style=3D"font-family:open sans,helvetica neue,helvetica,ari=
al,sans-serif"><strong>Module 1 : Introduction to Python and Data.</strong>=
</span></span></span>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-al=
ign: justify;"><span style=3D"color:#E6E6FA"><span style=3D"font-size:13px"=
><span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-s=
erif">&nbsp;</span></span></span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:=
#F0F8FF"><span style=3D"font-size:13px"><span style=3D"font-family:open san=
s,helvetica neue,helvetica,arial,sans-serif">In this module , we will start=
 working and practicing basic PYTHON language such as defining data types ,=
 rows in the data , getting specific rows or columns and making simple math=
ematical calculations inside PYTHON.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Throughout the worksh=
op we will work on one dataset and start analyzing its data step by step.<b=
r />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09We will also know how=
 to summarize our data to get important measures such as the average , medi=
an , minimum and maximum.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Outcomes of the first=
 module :</span></span></span></div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<ol>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<li value=3D"NaN">=
<span style=3D"color:#F0F8FF"><span style=3D"font-size:13px"><span style=3D=
"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">Data type=
s familiarity.</span></span></span></li>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<li value=3D"NaN">=
<span style=3D"color:#F0F8FF"><span style=3D"font-size:13px"><span style=3D=
"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">Importing=
 data into PYTHON.</span></span></span></li>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<li value=3D"NaN">=
<span style=3D"color:#F0F8FF"><span style=3D"font-size:13px"><span style=3D=
"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">Data filt=
ering in PYTHON.</span></span></span></li>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</ol>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:=
#E6E6FA"><span style=3D"font-size:13px"><span style=3D"font-family:open san=
s,helvetica neue,helvetica,arial,sans-serif">&nbsp;<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>Module 2 : Ex=
ploratory data analysis in Python</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</span></span><=
/span>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-al=
ign: justify;"><span style=3D"color:#E6E6FA"><span style=3D"font-size:13px"=
><span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-s=
erif">You will learn how to create graphical and numerical summaries of two=
 categorical variables such as creating Bar charts , summarizing and calcul=
ating percentage. We will also get familiar with Histograms and how they ca=
n be helpful to know the distribution of our Data .<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09we will also make box=
 plots that are great tools to define outliers as well as density plots to =
know the center and spread of your data.</span></span></span></div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:=
#E6E6FA"><span style=3D"font-size:13px"><span style=3D"font-family:open san=
s,helvetica neue,helvetica,arial,sans-serif">Outcomes of the first module :=
<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=091-&nbsp;Numerical and=
 Categorical data in PYTHON.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=092-&nbsp;Plotting in P=
YTHON for analysis.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=093-&nbsp;Manipulation =
of Data for statistical analysis.</span></span></span></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:=
#E6E6FA"><span style=3D"font-size:13px"><span style=3D"font-family:open san=
s,helvetica neue,helvetica,arial,sans-serif"><strong>Module 3 : Statistical=
 Data analysis.</strong></span></span></span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:=
#E6E6FA"><span style=3D"font-size:13px"><span style=3D"font-family:open san=
s,helvetica neue,helvetica,arial,sans-serif">Eventually , data analysis is =
about understanding the relationships between variables , in this module we=
 will use regression analysis and collinearity analysis to understand the r=
elation between our variables .<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09We will discuss how o=
utliers can affect the results of a linear regression model and how we can =
deal with them.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09We will also learn ho=
w to fit a linear model , understand its coefficients and use them to predi=
ct data for the use in the future.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Outcome of the third =
Module :<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</span></span><=
/span>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<ol>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<li value=3D"NaN">=
<span style=3D"color:#E6E6FA"><span style=3D"font-size:13px"><span style=3D=
"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">Correlati=
on among variables</span></span></span></li>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<li value=3D"NaN">=
<span style=3D"color:#E6E6FA"><span style=3D"font-size:13px"><span style=3D=
"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">Regressio=
n analysis&nbsp;</span></span></span></li>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<li value=3D"NaN">=
<span style=3D"color:#E6E6FA"><span style=3D"font-size:13px"><span style=3D=
"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">Fitting r=
egression models</span></span></span></li>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<li value=3D"NaN">=
<span style=3D"color:#E6E6FA"><span style=3D"font-size:13px"><span style=3D=
"font-family:open sans,helvetica neue,helvetica,arial,sans-serif">Predictio=
n using regression</span></span></span></li>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</ol>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"font-s=
ize:13px"><span style=3D"color:#F0F8FF"><span style=3D"font-family:open san=
s,helvetica neue,helvetica,arial,sans-serif"><strong>Course Wrap-up / Quest=
ion &amp; Answer Session / Certificate Distribution</strong></span></span><=
/span></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
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=09=09=09=09=09=09=09=09=09<table border=3D"0" cellpadding=3D"0" cellspacin=
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=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextBlockInner" style=
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=09=09=09=09<td valign=3D"top" width=3D"599" style=3D"width:599px;">
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=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnTextContentContainer" style=3D"=
max-width:100%; min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09<tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<td class=3D"mcnTextContent" s=
tyle=3D"padding-top:0; padding-right:18px; padding-bottom:9px; padding-left=
:18px;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: cent=
er;">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"color: #606060;f=
ont-family: Helvetica;font-size: 15px;font-style: normal;font-variant: norm=
al;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: center;te=
xt-decoration: none;text-indent: 0px;text-transform: none;-webkit-text-stro=
ke-width: 0px;white-space: normal;word-spacing: 0px;"><span style=3D"color:=
#000000"><span style=3D"font-size:18px"><span style=3D"font-family:open san=
s,helvetica neue,helvetica,arial,sans-serif"><strong>Haytham Omar</strong><=
/span></span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"font-size:13px"=
><span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-s=
erif"><strong>Instructor / Data Scientist<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Consultant in Supply Chain Man=
agement &amp; Business Intelligence</strong><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<strong>Founder - Rescale Anal=
ytics - Dubai</strong></span></span></span><br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09&nbsp;</div>

=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"color: #606060;f=
ont-family: Helvetica;font-size: 15px;font-style: normal;font-variant: norm=
al;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: center;te=
xt-decoration: none;text-indent: 0px;text-transform: none;-webkit-text-stro=
ke-width: 0px;white-space: normal;word-spacing: 0px;"><span style=3D"color:=
#000000"><span style=3D"font-size:13px"><span style=3D"font-family:open san=
s,helvetica neue,helvetica,arial,sans-serif">Data Scientist, Master of Scie=
nce in Global Supply Chain Management from Bordeaux Ecole de Management, Bo=
rdeaux, France<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Omar is a certified instructor=
 in Supply Chain Analytics and holds a Master&rsquo;s Degree in<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09Supply Chain Management.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09He is currently conducting wor=
kshops and seminars in Supply Chain / Procurement Management, Technology an=
d Information Systems, Procurement and ERP Systems.<br />
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09He combines both industry expe=
rience from oil &amp; gas in procurement and supply chain, supply chain inf=
ormation systems as well as academic experience in teaching supply chain, p=
rocurement and information systems courses.</span></span></span></div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</div>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09</td>
=09=09=09=09=09=09=09=09=09=09=09=09=09=09</tr>
=09=09=09=09=09=09=09=09=09=09=09=09=09</tbody>
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=09=09=09=09<td valign=3D"top" width=3D"599" style=3D"width:599px;">
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=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
padding=3D"0" cellspacing=3D"0" class=3D"mcnTextContentContainer" style=3D"=
max-width:100%; min-width:100%;" width=3D"100%">
=09=09=09=09=09=09=09=09=09=09=09=09=09<tbody>
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er;"><span style=3D"color:#000000"><strong><span style=3D"font-size:12px"><=
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=09=09=09=09=09=09=09=09=09=09=09=09<table align=3D"left" border=3D"0" cell=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-align: cent=
er;"><span style=3D"color:#000000"><strong><span style=3D"font-size:17px"><=
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g=3D"0" class=3D"mcnTextContentContainer" style=3D"min-width: 100% !importa=
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y: Helvetica;font-size: 14px;font-weight: normal;" valign=3D"top">
=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<div style=3D"text-al=
ign: center;"><span style=3D"font-size:10px"><span style=3D"color:#F0F8FF">=
<span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-se=
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=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09=09<span style=3D"color:=
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t-indent: 0px;text-transform: none;white-space: normal;word-spacing: 0px;">=
<span style=3D"font-family:open sans,helvetica neue,helvetica,arial,sans-se=
rif"><span class=3D"m_-27588792600844903gmail-m_4230036404294284783m_100654=
5836822480920gmail-m_7735613680748101551m_-7514223580163230149m_34710771599=
0637376m_-3849137980149494546m_-9089862518793364219gmail-m_4752183477425774=
312gmail-m_-7804178240114871563m_5990584664148485350m_4526573436825985488m_=
-2156533370064228926m_6317094932274483858m_3925514876179813602m_-4143709583=
323562565m_-8516789263899133107gmail-m_-166504442234881428gmail-m_377807218=
2757386834gmail-m_-625016625810573607gmail-m_-4000130516024820934m_40727601=
21884182974m_-5114034202033040130gmail-m_-6776967208802651480m_-73750753121=
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01551m_-7514223580163230149m_347107715990637376m_-3849137980149494546m_-908=
9862518793364219gmail-m_4752183477425774312gmail-m_-7804178240114871563m_59=
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483858m_3925514876179813602m_-4143709583323562565m_-8516789263899133107gmai=
l-m_-166504442234881428gmail-m_3778072182757386834gmail-m_-6250166258105736=
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ail-m_-6776967208802651480m_-7375075312116345990m_-6672107884119608364gmail=
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=09=09=09=09=09=09=09=09=09=09=09=09</table>
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