Probability and Statistics for Data Science - Spring 2016
Lecture Slides
(1) Probability Theory
1-26
1-28
(Balasubramanian)
2-2
2-4
code
2-9
code
2-11
code
2-16
All Slides
(2) Discovery: Quantitative Research Methods
2-25
code
3-1
3-3
3-10
code
3-22
3-24
code
All Slides
(3) Optimization: Prediction and Clustering
3-31
code
4-5
4-7
code
(4-11)
code
4-14
4-19
code
4-21
4-26, 4-28
code
5-3
All Slides