-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathcourses.html
415 lines (357 loc) · 13.4 KB
/
courses.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
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<title>Quinn Research Group - University of Georgia</title>
<!-- Bootstrap core CSS -->
<link href="vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<!-- Custom styles for this template -->
<link href="css/modern-business.css" rel="stylesheet">
<style type="text/css">
.btn-active {
background-color: #ff0000;
border: 1px solid #ff0000;
}
.btn-active:hover {
background-color: #aa0000;
border: 1px solid #aa0000;
}
.btn-next {
background-color: #ffff00;
border: 1px solid #ffff00;
color: #000;
}
.btn-next:hover {
background-color: #ffff99;
border: 1px solid #ffff99;
color: #666;
}
</style>
</head>
<body>
<!-- Navigation -->
<nav class="navbar fixed-top navbar-expand-lg navbar-dark bg-dark fixed-top">
<div class="container">
<a class="navbar-brand" href="index.html">Quinn Research Group</a>
<button class="navbar-toggler navbar-toggler-right" type="button" data-toggle="collapse" data-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link" href="nsf-career.html">NSF CAREER</a>
</li>
<li class="nav-item">
<a class="nav-link" href="research.html">Research</a>
</li>
<li class="nav-item">
<a class="nav-link" href="https://medium.com/the-quarks">News</a>
</li>
<li class="nav-item">
<a class="nav-link" href="academic-honesty">Podcast</a>
</li>
<li class="nav-item">
<a class="nav-link" href="people.html">People</a>
</li>
<li class="nav-item">
<a class="nav-link" href="publications.html">Publications</a>
</li>
<li class="nav-item">
<a class="nav-link" href="presentations.html">Presentations</a>
</li>
<li class="nav-item">
<a class="nav-link active" href="courses.html">Courses</a>
</li>
</ul>
</div>
</div>
</nav>
<!-- Page Content -->
<div class="container">
<!-- Page Heading/Breadcrumbs -->
<h1 class="mt-4 mb-3">Courses
<small>materials, notebooks, autograders, assignments</small>
</h1>
<ol class="breadcrumb">
<li class="breadcrumb-item">
<a href="index.html">Home</a>
</li>
<li class="breadcrumb-item active">Courses</li>
</ol>
<!-- DSP -->
<div class="row">
<div class="col-md-7">
<h3><a href="https://dsp-uga.github.io/">CSCI 8360: Data Science Practicum</a></h3>
<p>
Applications of data science through a series of team projects solving real-world problems. Teams compete with each other to design and implement the top-performing computational pipelines.
</p>
<p>
<ul>
<li>Instruction: <strong>practicum</strong></li>
<li>Preqrequisites: <strong>CSCI 6360, CSCI 6380, CSCI 8950</strong></li>
<li>Target audience: <strong>advanced</strong></li>
</ul>
</p>
</div>
<div class="col-md-5">
<div class="row">
<a class="btn btn-primary" href="https://dsp-uga.github.io/sp23/">Spring 2023
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://dsp-uga.github.io/sp21/">Spring 2021
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://dsp-uga.github.io/sp19/">Spring 2019
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
<br />
<div class="row">
<a class="btn btn-primary" href="https://dsp-uga.github.io/sp18/">Spring 2018
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://dsp-uga.github.io/fa16/">Fall 2016
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
</div>
</div>
<!-- /.row -->
<hr>
<!-- DS2 -->
<div class="row">
<div class="col-md-7">
<h3>CSCI 4360/6360: Data Science II</h3>
<p>
Advanced machine learning techniques and frameworks, including: kernel methods, stochastic embeddings, motion tracking, linear dynamical systems, spectral graph methods, and deep learning; frameworks include Spark, dask, Keras, and PyTorch.
</p>
<p>
<ul>
<li>Instruction: <strong>lecture</strong></li>
<li>Preqrequisites: <strong>CSCI 3360, CSCI 4380/6380, CSCI 8950</strong></li>
<li>Target audience: <strong>intermediate</strong></li>
</ul>
</p>
</div>
<div class="col-md-5">
<div class="row">
<a class="btn btn-active" href="https://eds-uga.github.io/csci-x360-sp25/">Spring 2025
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://eds-uga.github.io/csci-x360-fa23/">Fall 2023
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://eds-uga.github.io/csci-x360-fa21/">Fall 2021
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
<br />
<div class="row">
<a class="btn btn-primary" href="https://eds-uga.github.io/csci4360-fa19/">Fall 2019
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://eds-uga.github.io/csci4360-fa17/">Fall 2017
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
</div>
</div>
<!-- /.row -->
<hr>
<!-- CompBio -->
<div class="row">
<div class="col-md-7">
<h3>CBIO (CSCI) 4835/6835: Introduction to Computational Biology</h3>
<p>
Introduction to programming in Python for life scientists. Students learn the basics of Python and its language constructs (variables, types, lists, loops, conditionals, functions, arrays) to answer questions in biology (genome sequence alignment, molecular dynamics trajectories, dynamical systems modeling, and bioimage analysis).
</p>
<p>
<ul>
<li>Instruction: <strong>lecture</strong></li>
<li>Preqrequisites: <strong>none</strong></li>
<li>Target audience: <strong>beginners</strong></li>
</ul>
</p>
</div>
<div class="col-md-5">
<div class="row">
<a class="btn btn-primary" href="https://eds-uga.github.io/cbio-x835-sp20/">Spring 2020
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://eds-uga.github.io/cbio4835-fa18/">Fall 2018
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
<br />
<div class="row">
<a class="btn btn-primary" href="https://eds-uga.github.io/cbio4835-sp17/">Spring 2017
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
</div>
</div>
<!-- /.row -->
<hr>
<!-- DS1 -->
<div class="row">
<div class="col-md-7">
<h3>CSCI 3360: Data Science I</h3>
<p>
Introduction to statistical machine learning using Python. Students are instructed in both the theoretical formulations and Python implementations of machine learning algorithms that comprise classification, clustering, and dimensionality reduction, including foundational probability and linear algebra.
</p>
<p>
<ul>
<li>Instruction: <strong>lecture</strong></li>
<li>Preqrequisites: <strong>none</strong></li>
<li>Target audience: <strong>beginners</strong></li>
</ul>
</p>
</div>
<div class="col-md-5">
<div class="row">
</div>
</div>
</div>
<!-- /.row -->
<hr>
<!-- Intro to Data Science -->
<div class="row">
<div class="col-md-7">
<h3>CSCI 1360: Foundations of Informatics and Analytics</h3>
<p>
Introduction to programming with Python. Students will learn the basic concepts of programming (variables, types, data structures, conditionals, loops, functions, modules) and how these are used in Python. Students will also be introduced to fundamental data science questions and work through them using Python.
</p>
<p>
<ul>
<li>Instruction: <strong>lecture</strong></li>
<li>Preqrequisites: <strong>none</strong></li>
<li>Target audience: <strong>beginners</strong></li>
</ul>
</p>
</div>
<div class="col-md-5">
<div class="row">
<a class="btn btn-primary" href="https://eds-uga.github.io/csci1360-fa16/">Fall 2016
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
</div>
</div>
<!-- /.row -->
<hr>
<!-- ONLINE intro to data science -->
<div class="row">
<div class="col-md-7">
<h3>CSCI 1360E: Foundations of Informatics and Analytics</h3>
<p>
Introduction to programming with Python. Students will learn the basic concepts of programming (variables, types, data structures, conditionals, loops, functions, modules) and how these are used in Python. Students will also be introduced to fundamental data science questions and work through them using Python.
</p>
<p>
<ul>
<li>Instruction: <strong>online</strong></li>
<li>Preqrequisites: <strong>none</strong></li>
<li>Target audience: <strong>beginners</strong></li>
</ul>
</p>
</div>
<div class="col-md-5">
<div class="row">
<a class="btn btn-primary" href="https://eds-uga.github.io/csci1360e-su18/">Summer 2018
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://eds-uga.github.io/csci1360e-su17/">Summer 2017
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="https://eds-uga.github.io/csci1360e-su16/">Summer 2016
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
</div>
</div>
<!-- /.row -->
<hr>
<!-- MMS -->
<div class="row">
<div class="col-md-7">
<h3>CSCI 6900: Mining Massive Datasets</h3>
<p>
<strong>This course is currently retired.</strong>
</p>
<p>
Machine learning with big data.
</p>
<p>
<ul>
<li>Instruction: <strong>lecture</strong></li>
<li>Preqrequisites: <strong>none</strong></li>
<li>Target audience: <strong>intermediate</strong></li>
</ul>
</p>
</div>
<div class="col-md-5">
<div class="row">
<a class="btn btn-primary" href="http://cs.uga.edu/~squinn/mmd_f15/">Fall 2015
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
<a class="btn btn-primary" href="http://cs.uga.edu/~squinn/mmd_s15/">Spring 2015
<span class="glyphicon glyphicon-chevron-right"></span>
</a>
</div>
</div>
</div>
<!-- /.row -->
<!-- Pagination -->
<!--
<ul class="pagination justify-content-center">
<li class="page-item">
<a class="page-link" href="#" aria-label="Previous">
<span aria-hidden="true">«</span>
<span class="sr-only">Previous</span>
</a>
</li>
<li class="page-item">
<a class="page-link" href="#">1</a>
</li>
<li class="page-item">
<a class="page-link" href="#">2</a>
</li>
<li class="page-item">
<a class="page-link" href="#">3</a>
</li>
<li class="page-item">
<a class="page-link" href="#" aria-label="Next">
<span aria-hidden="true">»</span>
<span class="sr-only">Next</span>
</a>
</li>
</ul>
-->
</div>
<!-- /.container -->
<!-- Footer -->
<footer class="py-5 bg-dark">
<div class="container">
<p class="m-0 text-center text-white">Copyright © Quinn Research Group 2015-2025</p>
</div>
<!-- /.container -->
</footer>
<!-- Bootstrap core JavaScript -->
<script src="vendor/jquery/jquery.min.js"></script>
<script src="vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
</body>
</html>