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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Data-Intensive Computing with MapReduce</title>
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<li><a href="index.html">Home</a></li>
<li><a href="overview.html">Overview</a></li>
<li class="active"><a href="syllabus.html">Syllabus</a></li>
<li><a href="assignments.html">Assignments</a></li>
</ul>
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<div class="page-header">
<h1>Syllabus <small>Data-Intensive Computing with MapReduce (Spring 2013)</small></h1>
</div>
<section id="schedule">
<div>
<h3>Schedule of Classes</h3>
<table class="table table-striped table-condensed">
<thead>
<tr><td><b>Session</b></td>
<td><b>Date</b></td>
<td><b>Topic</b></td>
<td><b>Assignment due</b></td></tr>
</thead>
<tbody>
<tr><td>1</td><td>January 24</td><td><a href="#session1">Introduction to MapReduce</a></td>
<td><a href="assignments.html#assignment0">Assignment #0: Prelude</a></td></tr>
<tr><td>2</td><td>January 31</td><td><a href="#session2">Basic Algorithm Design</a></td>
<td><a href="assignments.html#assignment1">Assignment #1: Warmup</a></td></tr>
<tr><td>3</td><td>February 7</td><td><a href="#session3">Text Processing</a></td>
<td><a href="assignments.html#assignment2">Assignment #2: Counting</a></td></tr>
<tr><td>4</td><td>February 14</td><td><a href="#session4">Graph Processing</a></td><td></td></tr>
<tr><td>5</td><td>February 21</td><td><a href="#session5">Clustering</a></td>
<td><a href="assignments.html#assignment3">Assignment #3: Inverted Indexing</a></td></tr>
<tr><td>6</td><td>February 28</td><td><a href="#session6">Supervised Machine Learning</a></td><td></td></tr>
<tr><td>7</td><td>March 7</td><td><a href="#session7">Computational Biology</a></td>
<td><a href="assignments.html#assignment4">Assignment #4: Graphs</a></td></tr>
<tr><td>8</td><td>March 14</td><td>Midterm</td><td></td></tr>
<tr><td colspan="4">Spring Break</td></tr>
<tr><td>9</td><td>March 28</td><td><a href="#session9">Similarity Comparisons</a></td><td></td></tr>
<tr><td>10</td><td>April 4</td><td><a href="#session10">Data Warehousing</a></td>
<td><a href="assignments.html#assignment5">Assignment #5: Project Proposal</a></td></tr>
<tr><td>11</td><td>April 11</td><td><a href="#session11">Alternative Programming Models I</a></td><td></td></tr>
<tr><td>12</td><td>April 18</td><td><a href="#session12">Alternative Programming Models II</a></td>
<td><a href="assignments.html#assignment6">Assignment #6: Relational Processing</a></td></tr>
<tr><td>13</td><td>April 25</td><td><a href="#session13">Production Workflows</a></td><td></td></tr>
<tr><td>14</td><td>May 2</td><td>Project Presentations I</td>
<td><a href="assignments.html#finalproject">Final Projects</a></td></tr>
<tr><td>15</td><td>May 9</td><td>Project Presentations II</td>
<td><a href="assignments.html#finalproject">Final Projects</a></td></tr>
<tr><td>16</td><td>May 16</td><td>Final Exam</td><td></td></tr>
</tbody>
</table>
</div>
</section>
<section id="session1" style="padding-top:35px">
<div>
<h3>Session 1: Introduction to MapReduce <small>January 24</small></h3>
<p>Readings to be completed before class:</p>
<ul>
<li><a href="http://lintool.github.com/MapReduceAlgorithms/ed1n/MapReduce-algorithms.pdf">Data-Intensive Text Processing with MapReduce</a>
<ul>
<li>Chapter 1: Introduction</li>
<li>Chapter 2: MapReduce Basics</li>
</ul>
</li>
<li>Hadoop: The Definitive Guide (3rd Edition):
<ul>
<li>Chapter 1: Meet Hadoop</li>
<li>Chapter 2: MapReduce (Skip sections on "Hadoop Streaming"
and "Hadoop Pipes".)</li>
<li>Chapter 3: The Hadoop Distributed File System (Focus on the
mechanics of the HDFS commands and don't worry so much about
learning the Java API all at once—you'll pick it up in
time. Stop when you get to the section on "Data Ingest with
Flume and Sqoop".)</li>
</ul>
</ul>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session2" style="padding-top:35px">
<div>
<h3>Session 2: Basic Algorithm Design <small>January 31</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session3" style="padding-top:35px">
<div>
<h3>Session 3: Text Processing <small>February 7</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session4" style="padding-top:35px">
<div>
<h3>Session 4: Graph Processing <small>February 14</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session5" style="padding-top:35px">
<div>
<h3>Session 5: Clustering <small>February 21</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session6" style="padding-top:35px">
<div>
<h3>Session 6: Supervised Machine Learning <small>February 28</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session7" style="padding-top:35px">
<div>
<h3>Session 7: Computational Biology <small>March 7</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session9" style="padding-top:35px">
<div>
<h3>Session 9: Similarity Comparisons <small>March 28</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session10" style="padding-top:35px">
<div>
<h3>Session 10: Data Warehousing <small>April 4</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session11" style="padding-top:35px">
<div>
<h3>Session 11: Alternative Programming Models I <small>April 11</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session12" style="padding-top:35px">
<div>
<h3>Session 12: Alternative Programming Models II <small>April 18</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<section id="session13" style="padding-top:35px">
<div>
<h3>Session 13: Production Workflows <small>April 25</small></h3>
<p style="padding-top: 20px"><a href="#">Back to top</a></p>
</div>
</section>
<p style="padding-top:100px" />
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