forked from yao-lab/yao-lab.github.io
-
Notifications
You must be signed in to change notification settings - Fork 0
/
course.html
228 lines (184 loc) · 7.3 KB
/
course.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
<html>
<head>
<title>Mathematics of Data</title>
</head>
<META http-equiv=Content-Type content="text/html; charset=gb2312">
<body background="../images/crysback.jpg" bgcolor="white" lang="EN-US" link="blue" vlink="blue">
<center>
<table border="0">
<tbody><tr>
<th align="center">
<p> <font face="Book Antiqua" size=10 color="brown">
<b> Mathematics of Data <br>
</b></font>
</p>
</th>
</tr>
</tbody>
</table>
<img src="images/strings.gif" width="550"> <br>
</center>
<p>
<em>This website contains course material about Mathematics of Data taught in HKUST and PKU in the past few years.
Some information was lost due to a recent collapse of math.pku.edu.cn server. It is still under recovery.
Please email me if you need any particular information.</em>
</p>
<br>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2019, HKUST</font></b></font>
<blockquote>
MATH 6380o: <a href="http://deeplearning-math.github.io">Deep Learning: Towards Deeper Understanding</a> Th 3-5:50pm, Rm 2405 (Lift 17-18), Academic Bldg, HKUST
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2019, HKUST</font></b></font>
<blockquote>
CSIC 5011: <a href="https://yao-lab.github.io/2019_csic5011/">Topological and Geometric Data Reduction and Visualization</a> WedFri 3:00-4:20pm, CYT G009A
</blockquote>
<blockquote>
MAFS 6010U: <a href="http://aifin-hkust.github.io">AI in Finance</a> Friday 7:30-10:20pm, LTE
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2018, HKUST</font></b></font>
<blockquote>
MATH 6380p: <a href="http://deeplearning-math.github.io/2018fall.html">Advanced Topics in Deep Learning</a> MoWe 4:30-5:50pm, Rm2463 (Lift 25/26)
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2018, HKUST</font></b></font>
<blockquote>
MATH 6380o: <a href="http://deeplearning-math.github.io/2018spring.html">Deep Learning: Towards Deeper Understanding</a> TuTh 3-4:20pm, LTD
</blockquote>
<blockquote>
MATH 4432: <a href="https://yuany-pku.github.io/2018_math4432/">Statistical Machine Learning</a> TuTh 4:30-5:50pm, Rm4504 (Lift 25/26)
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2017, HKUST</font></b></font>
<blockquote>
CSIC 5011: <a href="https://yuany-pku.github.io/2017_csic5011/">Topological and Geometric Data Reduction and Visualization</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2017, HKUST</font></b></font>
<blockquote>
Math 6380J: <a href="https://yuany-pku.github.io/2017_math6380/">A Mathematical Introduction to Data Analysis (数据分析的数学导论)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2016, PKU</font></b></font>
<blockquote>
<a href="http://math.stanford.edu/~yuany/course/2016.spring/">A Mathematical Introduction to Data Science (数据分析的数学导论)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2015, PKU</font></b></font>
<blockquote>
<a href="http://yao-lab.github.io/2015.fall.pku/">Statistical Learning (统计学习)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
May 2015, Taiwan</font></b></font>
<blockquote>
<a href="https://yuany-pku.github.io/2015_taiwan/">A Short Course on Mathematical Introduction to Data Analysis, Taiwan
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2015, PKU</font></b></font>
<blockquote>
<a href="http://math.stanford.edu/~yuany/course/2015.spring/">Probability and Statistics (概率与统计)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2014, PKU</font></b></font>
<blockquote>
<a href="http://yuany-pku.github.io/2014_fall/">A Mathematical Introduction to Data Science (数据分析的数学导论)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2014, PKU</font></b></font>
<blockquote>
<a href="http://math.stanford.edu/~yuany/course/2014.spring/">Statistical Learning (统计学习)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2013, PKU</font></b></font>
<blockquote>
<a href="2013.fall.pku/">A Mathematical Introduction to Data Science (数据中的数学)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2013, PKU</font></b></font>
<blockquote>
<a href="2013.spring.pku/">Statistical Learning (统计学习)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2012, PKU</font></b></font>
<blockquote>
<a href="2012.fall.pku/">A Mathematical Introduction to Data Science (数据中的数学)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2011, PKU</font></b></font>
<blockquote>
<a href="http://www.math.pku.edu.cn/teachers/yaoy/Fall2011/">Mathematics for Data Science (数据中的数学)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Summer 2011, Fudan</font></b></font>
<blockquote>
<a href="2011.fudan/">2011 Fudan Summer School on Data Sciences </a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2011, PKU</font></b></font>
<blockquote>
<a href="http://www.math.pku.edu.cn/teachers/yaoy/Spring2011/">Stochastic Dynamic Models in Life Sciences (生命科学中的随机动力学模型)
</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2010, PKU</font></b></font>
<blockquote>
<a href="2010.fall.pku/"> Calculus B for School of Economics and Yuan-Pei College (高等数学 B: 经济学院+元培学院) </a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Summer 2010, PKU</font></b></font>
<blockquote>
<a href="2010.summer.pku/">2010 PKU Summer School on Statistics and Information Technology (统计与信息技术暑期班)</a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Spring 2010, PKU</font></b></font>
<blockquote>
<a href="2010.spring.pku/"> B.Sc. Thesis Seminar (毕业讨论班) </a>
</blockquote>
</p>
<p><font face="Arial, Helvetica, sans-serif"><b><font color="#660099">
Fall 2009, PKU</font></b></font>
<blockquote>
<a href="https://yao-lab.github.io/2009.fall.pku/">Selected Topics in Advanced Statistics (高等统计选讲) </a>
</blockquote>
</p>
<p>
<A HREF="http://yao-lab.github.io/">
<IMG SRC="../images/arrow_left.gif"> Back to Home
</A>
<br>
<address>Last update in November 2017</address>
</body>
</html>