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1 <!DOCTYPE html>
2 <html>
3 <head>
4 <meta charset="utf-8">
5 <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
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6 <meta name="viewport" content="width=1280, user-scalable=no">
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7
8 <title>Working with Big Data: Infrastructure, Algorithms, and Visualizations</title>
9
10 <!-- Required stylesheet -->
11 <link rel="stylesheet" href="core/deck.core.css">
12
13 <!-- Extension CSS files go here. Remove or add as needed. -->
14 <link rel="stylesheet" href="extensions/goto/deck.goto.css">
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22 <link rel="stylesheet" href="themes/style/swiss.css">
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23
24 <!-- Transition theme. More available in /themes/transition/ or create your own. -->
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25 <link rel="stylesheet" href="themes/transition/fade.css">
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26
27 <!-- Required Modernizr file -->
28 <script src="modernizr.custom.js"></script>
29 </head>
30 <body class="deck-container">
31
32 <!-- Begin slides. Just make elements with a class of slide. -->
33
34 <section class="slide">
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35 <h1>Lesson 1: Building a Big Data Infrastructure Part 1</h1>
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36 </section>
37
38 <section class="slide">
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39 <h1>Unstructured Storage &amp; Hadoop</h1>
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40 </section>
41
42 <section class="slide">
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43 <h2>Unstructured Data</h2>
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44 <ol>
45 <li class="slide">
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46 <h3>Log Files</h3>
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47 </li>
48 <li class="slide">
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49 <h3>Text</h3>
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50 </li>
51 <li class="slide">
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52 <h3>Unknown Formats</h3>
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53 </li>
54 </ol>
55 </section>
56
57 <section class="slide">
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58 <h2>Hadoop</h2>
59 <ol>
60 <li class="slide">Open source</li>
61 <li class="slide">HDFS: Distributed file system modeled after GFS</li>
62 <li class="slide">MapReduce: Distributed batch processing modeled after Google's MapReduce</li>
63 </ol>
64 </section>
65
66 <section class="slide">
67 <h2>Hadoop's Wider Ecosystem</h2>
68 <ol>
69 <li class="slide">HBase</li>
70 <li class="slide">ZooKeeper</li>
71 <li class="slide">Hive</li>
72 <li class="slide">Cascading</li>
73 <li class="slide">Pig</li>
74 <li class="slide">Flume</li>
75 </ol>
76 </section>
77
78 <section class="slide">
79 <h2>Batch Processing</h2>
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80 <ol>
81 <li class="slide">
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82 <h3>Like cron</h3>
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83 </li>
84 <li class="slide">
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85 <h3>Run once or frequently</h3>
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86 </li>
87 <li class="slide">
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88 <h3>Ship code to data</h3>
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89 </li>
90 </ol>
91 </section>
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92
93 <section class="slide">
94 <h2>What Hadoop &amp; Batch Processing are Good For</h2>
95 <ol>
96 <li class="slide">Storing copies of all data</li>
97 <li class="slide">Storing and grepping through log files</li>
98 <li class="slide">Joining data from disparate sources</li>
99 <li class="slide">Building Indexes</li>
100 <li class="slide">Building Models</li>
101 </ol>
102 </section>
103
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104 <!-- End slides. -->
105
106
107 <!-- Begin extension snippets. Add or remove as needed. -->
108
109 <!-- deck.navigation snippet -->
110 <a href="#" class="deck-prev-link" title="Previous">&#8592;</a>
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126 </form>
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149 $(function() {
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