lecture slides

Below are the links to all slides covered in class. Slides will be posted as soon as they are available.

Lecture #	Date	Topic	Recording	Quiz
1	13 May	Overview	Zoom	Quiz 1
2	18 May	ER and SQL	Zoom	Quiz 2
3	20 May	More SQL	Zoom	Quiz 3
4	25 May	Web Crawling (notebook)	Zoom	Quiz 4
	27 May	NO CLASS (Final project Meet & Greet)
5	1 June	Data Cleaning (bash commands)	Zoom	Quiz 5
6	3 June	MapReduce	Zoom	Quiz 6
7	8 June	Hypothesis Testing 1	Zoom	Quiz 7
8	10 June	Hypothesis Testing 2	Zoom	Quiz 8
9	15 June	Linear Regression	Zoom	Quiz 9
10	17 June	Non-parametric Methods (Code)	Zoom	Quiz 10
11	22 June	P Hacking	Zoom	Quiz 11
12	24 June	Text Processing (Code)	Zoom	Quiz 12
13	29 June	Intro ML	Zoom	Quiz 13
14	1 July	Unsupervised Learning	Zoom	Quiz 14
15	6 July	Supervised Learning/Classification	Zoom	Quiz 15
16	8 July	Regularization (Code)	Zoom	Quiz 16
17	13 July	Data Viz	Zoom	Quiz 17
18	15 July	Deep Learning	Zoom	Quiz 18
19	20 July	More Advanced NLP: Topic Modeling and Distributional Semantics	Zoom	Quiz 19
20	22 July	Time Series	Zoom	Quiz 20
21	27 July	ML Fairness	Zoom	Quiz 21
22	29 July	Matrix Factorization	Zoom	No Quiz