GitHub - drcrook1/MTPSolution: Miami Maker to Pro brownbag series code repo. Contains slides, links to content etc. IoT, Machine Learning, 3D Printing :)

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Miami Maker to Pro brownbag series code repo. Contains slides, links to content etc. IoT, Machine Learning, 3D Printing :)
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h6
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p.MsoToc3, li.MsoToc3, div.MsoToc3
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p.MsoHeader, li.MsoHeader, div.MsoHeader
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p.MsoFooter, li.MsoFooter, div.MsoFooter
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p.MsoTitle, li.MsoTitle, div.MsoTitle
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p.MsoTitleCxSpMiddle, li.MsoTitleCxSpMiddle, div.MsoTitleCxSpMiddle
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p.MsoTitleCxSpLast, li.MsoTitleCxSpLast, div.MsoTitleCxSpLast
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p.MsoSubtitle, li.MsoSubtitle, div.MsoSubtitle
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a:link, span.MsoHyperlink
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a:visited, span.MsoHyperlinkFollowed
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em
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span.MsoPlaceholderText
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p.MsoNoSpacing, li.MsoNoSpacing, div.MsoNoSpacing
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p.MsoListParagraphCxSpFirst, li.MsoListParagraphCxSpFirst, div.MsoListParagraphCxSpFirst
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@list l4:level7
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@list l5
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	margin-left:.5in;
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	margin-left:.75in;
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	margin-left:1.0in;
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	margin-left:1.25in;
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@list l5:level7
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@list l6
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	margin-left:.25in;
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	mso-level-text:"%2\)";
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	margin-left:.5in;
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@list l6:level3
	{mso-level-number-format:roman-lower;
	mso-level-text:"%3\)";
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	margin-left:.75in;
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	margin-left:1.0in;
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	mso-level-text:"\(%5\)";
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	margin-left:1.25in;
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@list l6:level6
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	mso-level-text:"\(%6\)";
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@list l6:level7
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@list l6:level8
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	margin-left:2.0in;
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@list l6:level9
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@list l7:level2
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	text-indent:-.25in;}
@list l7:level3
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	mso-level-tab-stop:none;
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	text-indent:-9.0pt;}
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@list l7:level5
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@list l7:level6
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@list l7:level7
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@list l7:level9
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@list l8
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	margin-left:.25in;
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	margin-left:.5in;
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@list l8:level3
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	margin-left:.75in;
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	margin-left:1.0in;
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	margin-left:1.25in;
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@list l8:level7
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@list l8:level8
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@list l9
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	margin-left:.5in;
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	margin-left:.75in;
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	margin-left:1.0in;
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	margin-left:1.25in;
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@list l12
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@list l12:level7
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@list l12:level8
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@list l13
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	margin-left:.5in;
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@list l13:level3
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	margin-left:.75in;
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@list l13:level4
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@list l13:level7
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@list l14
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@list l14:level3
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	{mso-level-number-format:bullet;
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@list l16
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	{mso-level-text:"%1\)";
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	margin-left:.5in;
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@list l16:level3
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	margin-left:.75in;
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@list l16:level7
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@list l17
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	margin-left:.5in;
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@list l17:level3
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	margin-left:.75in;
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@list l17:level4
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@list l17:level7
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@list l18
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	margin-left:.5in;
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@list l18:level3
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	margin-left:.75in;
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@list l20
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	margin-left:.25in;
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	margin-left:.5in;
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	margin-left:.75in;
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@list l21
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@list l22
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@list l23
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<h1>Introduction</h1>

<p class=MsoNormal>In this hands on lab, you will be building a system that
collects temperature and light data, streams it to the cloud, visualizes that
data in real time and can predict values in the future using machine learning
techniques.<span style='mso-spacerun:yes'>  </span>The IoT Hands on Lab is
designed to introduce the basics of IoT.<span style='mso-spacerun:yes'> 
</span>It uses a rapid prototyping platform, the Raspberry Pi running Windows
10, breadboards and simple cheap sensors alongside production ready libraries
and cloud resources developed by Microsoft.</p>

<h2>Learning Objectives</h2>

<h3>Device Setup</h3>

<p class=MsoNormal>You will begin by installing Windows 10 on your device.<span
style='mso-spacerun:yes'>  </span>You will then bridge an internet connection
from your computer to the Raspberry Pi and configure it to resolve DNS using
Power Shell.</p>

<h3>Hardware Prototyping</h3>

<p class=MsoNormal>You will be wiring 2 analog sensors to a Raspberry Pi using
an Analog Digital Converter and learn some basic concepts for embedded systems.</p>

<h3>Data Streaming</h3>

<p class=MsoNormal>You will provision cloud based resources for the device to
stream data to as well as deploy a code base to the device that will stream
data from the sensors to your provisioned cloud resources.</p>

<h3>Web Based Visualization</h3>

<p class=MsoNormal>You will deploy a website that provides real time
visualization of the data stream.</p>

<h3>Exploratory Data Analysis</h3>

<p class=MsoNormal>You will use R Studio to do an initial analysis of your data
and rework the device code such that the streamed data is more accurate.</p>

<h3>Machine Learning</h3>

<p class=MsoNormal>You will use the collected data to develop a predictive
model to determine likely future values based on previous trends as well as
help predict likely missing values in the case of hardware failures.</p>

<h1>Part 1: Device Setup</h1>

<h2>Identify and Collect Necessary Parts</h2>

<h3>Raspberry Pi v2</h3>

<p class=MsoNormal>The Raspberry Pi v2 is a miniature computer that has a lot
of capabilities for basic GPIO.<span style='mso-spacerun:yes'>  </span>Windows
10 IoT Core also runs on this allowing us to use Visual Studio and C# for rapid
development, making it an ideal rapid prototyping platform.</p>

<p class=MsoNormal><v:shape id="_x0000_i1025" type="#_x0000_t75" style='width:307pt;
 height:205.5pt'>
 <v:imagedata src="IoT%20Hands%20on%20Lab_files/image002.jpg" o:title="_DSC8204"/>
</v:shape></p>

<h3>Miniature SD Card and Adapter</h3>

<p class=MsoNormal>This is the storage device that we will install the
operating system to and then insert into the Raspberry Pi.</p>

<p class=MsoNormal><v:shape id="_x0000_i1026" type="#_x0000_t75" style='width:107.5pt;
 height:161.5pt'>
 <v:imagedata src="IoT%20Hands%20on%20Lab_files/image003.jpg" o:title="_DSC8194"/>
</v:shape></p>

<h3>Ethernet Cable</h3>

<p class=MsoNormal>Used in the Ethernet interface for the Raspberry Pi.<span
style='mso-spacerun:yes'>  </span>This will provide connectivity to the device.</p>

<p class=MsoNormal><v:shape id="_x0000_i1027" type="#_x0000_t75" style='width:281pt;
 height:249pt'>
 <v:imagedata src="IoT%20Hands%20on%20Lab_files/image004.jpg" o:title="_DSC8199"/>
</v:shape></p>

<h3>Ethernet to USB Adapter</h3>

<p class=MsoNormal>Most modern laptops do not have Ethernet ports anymore but
rather USB ports.<span style='mso-spacerun:yes'>  </span>This allows us to
convert the signals between the two and create a network connection between the
Raspberry Pi and a modern laptop.</p>

<p class=MsoNormal><v:shape id="_x0000_i1028" type="#_x0000_t75" style='width:251pt;
 height:249pt'>
 <v:imagedata src="IoT%20Hands%20on%20Lab_files/image005.jpg" o:title="_DSC8202"/>
</v:shape></p>

<h3>Phone Charger</h3>

<p class=MsoNormal>Used to power the Raspberry Pi</p>

<p class=MsoNormal><v:shape id="_x0000_i1029" type="#_x0000_t75" style='width:358pt;
 height:205pt'>
 <v:imagedata src="IoT%20Hands%20on%20Lab_files/image006.jpg" o:title="_DSC8201"/>
</v:shape></p>

<h2>Install Windows 10 to Raspberry Pi</h2>

<h3>Download IoT Dashboard</h3>

<p class=MsoNormal><a href="http://go.microsoft.com/fwlink/?LinkID=708576">http://go.microsoft.com/fwlink/?LinkID=708576</a>
</p>

<p class=MsoNormal>The IoT Dashboard is a tool that enables viewing and
managing devices on your network significantly easier.</p>

<p class=MsoListParagraphCxSpFirst style='text-indent:-.25in;mso-list:l10 level1 lfo7'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>Download setup.exe from the link above.</p>

<p class=MsoListParagraphCxSpMiddle style='text-indent:-.25in;mso-list:l10 level1 lfo7'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>Run the program.</p>

<p class=MsoListParagraphCxSpMiddle style='text-indent:-.25in;mso-list:l10 level1 lfo7'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>Accept the defaults.</p>

<p class=MsoListParagraphCxSpLast style='text-indent:-.25in;mso-list:l10 level1 lfo7'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>4.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>Run the IoT Dashboard</p>

<p class=MsoNormal><b style='mso-bidi-font-weight:normal'>If the IoT Dashboard
is already installed</b> simply search in the Windows 10 Search area for �IoT�.<span
style='mso-fareast-language:EN-US;mso-no-proof:yes'><v:shape id="Picture_x0020_1"
 o:spid="_x0000_i1205" type="#_x0000_t75" style='width:318pt;height:36.5pt;
 visibility:visible;mso-wrap-style:square'>
 <v:imagedata src="IoT%20Hands%20on%20Lab_files/image007.png" o:title=""/>
</v:shape></span></p>

<p class=MsoNormal>You will see the application: �Windows 10 IoT Core
Dashboard� pop up.<span style='mso-spacerun:yes'>  </span>Run that application.</p>

<h3>Install Windows 10 to the SD Card.</h3>

<p class=MsoListParagraphCxSpFirst style='text-indent:-.25in;mso-list:l7 level1 lfo8'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>Insert the miniature SD card (using the adapter
if necessary) into your laptop.</p>

<p class=MsoListParagraphCxSpMiddle style='text-indent:-.25in;mso-list:l7 level1 lfo8'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>From the IoT Dashboard, navigate to �Setup a new
device.�</p>

<p class=MsoListParagraphCxSpMiddle style='margin-left:1.0in;mso-add-space:
auto;text-indent:-.25in;mso-list:l7 level2 lfo8'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>a.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span style='mso-fareast-language:EN-US;
mso-no-proof:yes'><v:shape id="Picture_x0020_2" o:spid="_x0000_i1204" type="#_x0000_t75"
 style='width:129pt;height:127.5pt;visibility:visible;mso-wrap-style:square'>
 <v:imagedata src="IoT%20Hands%20on%20Lab_files/image008.png" o:title=""/>
</v:shape></span></p>

<p class=MsoListParagraphCxSpMiddle style='text-indent:-.25in;mso-list:l7 level1 lfo8'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>Select the options: �Raspberry Pi v2<span
class=GramE>� ,</span> �Windows 10 IoT Core for Raspberry Pi v2� and the SD
card you inserted.<span style='mso-spacerun:yes'>  </span>Also check the box
for accepting the license agreement.</p>

<p class=MsoListParagraphCxSpMiddle style='margin-left:1.0in;mso-add-space:
auto;text-indent:-.25in;mso-list:l7 level2 lfo8'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>a.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span style='mso-fareast-language:EN-US;
mso-no-proof:yes'><v:shape id="_x0000_i1203" type="#_x0000_t75" style='width:287.5pt;
 height:231pt;visibility:visible;mso-wrap-style:square'>
 <v:imagedata src="IoT%20Hands%20on%20Lab_files/image009.png" o:title=""/>
</v:shape></span></p>

<p class=MsoListParagraphCxSpMiddle style='text-indent:-.25in;mso-list:l7 level1 lfo8'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>4.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>Click Download and install</p>

<p class=MsoListParagraphCxSpMiddle style='text-indent:-.25in;mso-list:l7 level1 lfo8'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>5.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]>Click Continue</p>

<p class=MsoListParagraphCxSpMiddle style='margin-left:1.0in;mso-add-space:
auto;text-indent:-.25in;mso-list:l7 level2 lfo8'><![if !supportLists]><span
style='mso-bidi-font-family:Constantia;mso-bidi-theme-font:minor-latin'><span
style='mso-list:Ignore'>a.<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
</span></span></span><![endif]><span style='mso-fareast-language:EN-US;
mso-no-proof:yes'><v:shape id="Picture_x0020_4" o:spid="_x0000_i1202" type="#_x0000_t75"
 style='width:247.5pt;height:98.5