-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
190 lines (164 loc) · 8.83 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
<!DOCTYPE html>
<html>
<head>
<meta charset='utf-8'>
<meta http-equiv="X-UA-Compatible" content="chrome=1">
<meta name="description" content="INFSCI 2725: Data Analytics : ">
<link rel="stylesheet" type="text/css" media="screen" href="stylesheets/stylesheet.css">
<title>INFSCI 2725: Data Analytics</title>
</head>
<body>
<!-- HEADER -->
<div id="header_wrap" class="outer">
<header class="inner">
<h1 id="project_title">INFSCI 2725: Data Analytics</h1>
<h2 id="project_tagline"></h2>
</header>
</div>
<!-- MAIN CONTENT -->
<div id="main_content_wrap" class="outer">
<section id="main_content" class="inner">
<h3>
<a id="about" class="anchor" href="#about" aria-hidden="true"><span class="octicon octicon-link"></span></a>About</h3>
<p>This is the website for the INFSCI 2725: Data Analytics class at <a href="http://ischool.pitt.edu/">School of Information Sciences</a>, <a href="http://www.pitt.edu/">University of Pittsburgh</a>. </p>
<h3>
<a id="resources" class="anchor" href="#resources" aria-hidden="true"><span class="octicon octicon-link"></span></a>Resources</h3>
<p><a href="resources/SyllabusDA2016Spring.pdf">Syllabus</a></p>
</h3>
<h3>
<a id="slides" class="anchor" href="#slides" aria-hidden="true"><span class="octicon octicon-link"></span></a>Lecture Slides
</h3>
<p>
<ul>
<li><a href="resources/01_introduction.pdf">Lecture 1: Introduction</a></li>
<li><a href="resources/02_Trends_NEW_1_23_16.pdf">Lecture 2: Trends</a></li>
<li><a href="resources/03_Data_Storage_NEW_1_23_16.pdf">Lecture 3: Data Storage</a></li>
<li><a href="resources/04_Data_Processing.pdf">Lecture 4: Data Processing</a></li>
<li><a href="resources/05_Fundamental%20Concepts%20from%20Statistics.pdf">Lecture 5: Fundamental Concepts from Statistics</a></li>
<li><a href="resources/06_Verification_and_Testing.pdf">Lecture 6: Verification and Testing</a></li>
<li><a href="resources/R_TUTORIAL_LECTURE.pdf">Lecture 7: R Tutorial</a></li>
<li><a href="resources/08_Learning Bayesian Networks and Causal Discovery.pdf">Lecture 8: Learning Bayesian Networks and Causal Discovery</a>
<ul>
<li><a href="resources/Causal%2520Discovery/Causality.xdsl">Causality.xdsl</a></li>
<li><a href="resources/CausalDiscovery/Credit.txt">Credit.txt</a></li>
<li><a href="resources/CausalDiscovery/Credit.xdsl">Credit.xdsl</a></li>
<li><a href="resources/CausalDiscovery/Example From Slides.txt">Example From Slides.txt</a></li>
<li><a href="resources/CausalDiscovery/Example From Slides.xdsl">Example From Slides.xdsl</a></li>
<li><a href="resources/CausalDiscovery/Faithfulness Violation.txt">Faithfulness Violation.txt</a></li>
<li><a href="resources/CausalDiscovery/Faithfulness Violation.xdsl">Faithfulness Violation.xdsl</a></li>
<li><a href="resources/CausalDiscovery/Indistinguishability.txt">Indistinguishability.txt</a></li>
<li><a href="resources/CausalDiscovery/Indistinguishability.xdsl">Indistinguishability.xdsl</a></li>
</ul>
</li>
<li><a href="resources/09_Probabilistic_Approaches.pdf">Lecture 9: Probabilistic Approaches</a></li>
<li><a href="resources/10_Logic-based%20Approaches.pdf">Lecture 10: Logic-based Approaches</a></li>
<li><a href="resources/11_Social%20Network%20Analysis.pdf">Lecture 11: Social Network Analysis</a></li>
<li><a href="resources/12_Presentation_of_results_4_11_16.pdf">Lecture 12: Presentation of Results</a></li>
</ul>
</p>
<h3>
<a id="slides" class="anchor" href="#slides" aria-hidden="true"><span class="octicon octicon-link"></span></a>Term Project
</h3>
<p>
<ul>
<li><a href="resources/Home%20Depot%20Competition.pdf">Home Depot Competition
</a>
</li>
</ul>
</p>
<h3>
<a id="slides" class="anchor" href="#slides" aria-hidden="true"><span class="octicon octicon-link"></span></a>Assignments
</h3>
<p>
<h4>Assignment 1</h4>
<ul>
<li><a href="resources/lecture2/Mongo_assignment_1_25_16.zip">MongoDB Assignment</a></li>
<li><a href="resources/lecture2/PYTHON_MONGO_TUTORIAL_hand_out.txt">Python MongoDB Tutorial Handout</a></li>
<li><a href="resources/lecture3/Python_import_movie_file.pdf">Python Import Movie File</a></li>
<li><a href="resources/lecture3/GitHub_Tutorial.pdf">GitHub Tutorial</a></li>
</ul>
</p>
<p>
<h4>Assignment 2</h4>
<ul>
<li><a href="resources/lecture4/Assignment2.txt">Statistics Concepts Assignment</a></li>
<li><a href="resources/lecture4/Retention.txt">Retention.txt</a></li>
</ul>
</p>
<p>
<h4>Assignment 3</h4>
<ul>
<li><a href="resources/lecture5/Assignment3.txt">Verification and Testing Assignment</a></li>
<li><a href="resources/lecture5/house-votes-84.txt">house-votes-84.txt</a></li>
<li><a href="resources/lecture5/House Votes Manual.xdsl">House Votes Manual.xdsl</a></li>
<li><a href="resources/lecture5/House Votes Naive.xdsl">House Votes Naive.xdsl</a></li>
<li><a href="resources/lecture5/House Votes PC.xdsl">House Votes PC.xdsl</a></li>
</ul>
</p>
<p>
<h4>Assignment 4</h4>
<ul>
<li><a href="resources/lecture6/Assignment4.txt">R Assignment</a></li>
</ul>
</p>
<p>
<h4>Assignment 5</h4>
<ul>
<li><a href="resources/lecture8/Assignment5.txt">Causal Discovery Assignment</a></li>
<li><a href="resources/lecture8/retention.txt">Retention.txt</a></li>
</ul>
</p>
<p>
<h4>Assignment 6</h4>
<ul>
<li><a href="resources/lecture9/Assignment6.txt">Probabilistic Approaches</a></li>
<li><a href="resources/lecture9/NEJMon1211064.pdf">Chocolate Consumption, Cognitive Function, and Nobel Laureates</a></li>
</ul>
</p>
<p>
<h4>Assignment 7</h4>
<ul>
<li><a href="resources/lecture10/Assignment7.txt">Logic-based Approaches</a></li>
<li><a href="resources/lecture10/house-votes-84.arff">house-votes-84.arff</a></li>
<li><a href="resources/lecture10/house-votes-84.txt">house-votes-84.txt</a></li>
<li><a href="resources/lecture10/iris.arff">iris.arff</a></li>
<li><a href="resources/lecture10/iris.txt">iris.txt</a></li>
</ul>
</p>
<p>
<h4>Assignment 8</h4>
<ul>
<li><a href="resources/lecture11/Assignment8.pdf">Social Network Analysis</a></li>
</ul>
</p>
<p>
<h4>Assignment 9</h4>
<ul>
<li><a href="resources/lecture12/Assignment9.txt">Presentation of Results</a></li>
</ul>
</p>
<h3>
<a id="instructors" class="anchor" href="#instructors" aria-hidden="true"><span class="octicon octicon-link"></span></a>Instructors</h3>
<p><a href="https://github.com/chirayukong">Chirayu (Kong) Wongchokprasitti, Ph.D.</a></p>
<p><a href="https://www.linkedin.com/in/philip-cwynar-msis-mba-ba393b4">Philip Cwynar, MSIS, MBA</a> </p>
</section>
</div>
<!-- FOOTER -->
<div id="footer_wrap" class="outer">
<footer class="inner">
<p class="copyright">INFSCI 2725: Data Analytics maintained by <a href="https://github.com/chirayukong">chirayukong</a></p>
<p>Published with <a href="https://pages.github.com">GitHub Pages</a></p>
</footer>
</div>
<script type="text/javascript">
var gaJsHost = (("https:" == document.location.protocol) ? "https://ssl." : "http://www.");
document.write(unescape("%3Cscript src='" + gaJsHost + "google-analytics.com/ga.js' type='text/javascript'%3E%3C/script%3E"));
</script>
<script type="text/javascript">
try {
var pageTracker = _gat._getTracker("INFSCI 2725 Data Analytics");
pageTracker._trackPageview();
} catch(err) {}
</script>
</body>
</html>