Contents

In Class

\nPlease review following materials before the class session.\n

Week

Session

Date

Content

1

1

08/31

Presentation - Section 01 Link

1

1

08/31

Presentation - Section 02 Link

1

1

08/31

Video Recording of Class Link

1

2

09/03

Presentation - Section 01 Link

1

2

09/03

Presentation - Section 02 Link

1

2

09/03

Python Overview Link

1

2

09/03

Basic Data Structures Link

1

2

09/03

Video Recording of Class Sec 01 Link

1

2

09/03

Video Recording of Class Sec 02 Link

2

3

09/08

Presentation - Section 01 Link

2

3

09/08

Presentation - Section 02 Link

2

3

09/08

Numpy Link

2

3

09/08

Pandas Link

2

3

09/08

Video Recording of Class Sec 01 Link

2

3

09/08

Video Recording of Class Sec 02 Link

2

4

09/10

Presentation - Section 01 Link

2

4

09/10

Presentation - Section 02 Link

2

4

09/10

Kaggle Link

2

4

09/10

Conditional-Loops Link

2

4

09/10

Functions Link

2

4

09/10

Null Values Link

2

4

09/10

Groupby Link

2

4

09/10

Pivot Tables Link

2

4

09/10

Kaggle Baseline Link

2

4

09/10

Video Recording of Class Sec 01 Link

2

4

09/10

Video Recording of Class Sec 01 Link

3

5

09/14

Video Recording of Class Sec 01 Link

3

5

09/14

Video Recording of Class Sec 02 Link

3

6

09/17

TwitterAPIs Link

3

6

09/17

Web Mining Link

3

6

09/17

Visualization Link

3

6

09/17

Video Recording of Class Sec 01 Link

3

6

09/17

Video Recording of Class Sec 02 Link

4

7

09/21

Regular Expressions Link

4

7

09/21

Feature Dummies Link

4

7

09/21

Matplotlib Link

4

7

09/21

Video Recording of Class Sec 01 Link

4

7

09/21

Video Recording of Class Sec 02 Link

4

8

09/24

Neural Networks Link

4

8

09/24

Train Test Split Link

4

8

09/24

Intro Logistic Regression KNN Link

4

8

09/24

Intro Logistic Regression KNN Link

4

8

09/24

SVM Link

4

8

09/24

End to End Link

4

8

09/24

Video Recording of Class Sec 01 Link

4

8

09/24

Video Recording of Class Sec 02 Link

5

9

09/28

Video Recording of Class Sec 01 Link

5

9

09/28

Video Recording of Class Sec 02 Link

5

10

10/01

Video Recording of Class Sec 01 Link

5

10

10/01

Video Recording of Class Sec 02 Link

6

11

10/05

Video Recording of Class Sec 01 Link

6

11

10/05

Video Recording of Class Sec 02 Link

6

12

10/08

Video Recording of Class Sec 01 Link

6

12

10/08

Video Recording of Class Sec 02 Link

7

13

10/15

Video Recording of Class Sec 01 Link

7

13

10/15

Video Recording of Class Sec 02 - Part 1 Link

7

13

10/15

Video Recording of Class Sec 02 - Part 2 Link

8

15

10/22

Video Recording of Class Sec 01 Link

8

15

10/22

Video Recording of Class Sec 02 Link

9

16

10/26

Video Recording of Class Sec 01 Link

9

16

10/26

Video Recording of Class Sec 02 Link

9

17

10/29

Video Recording of Class Sec 01 Link

9

17

10/29

Video Recording of Class Sec 02 Link

10

18

11/02

Video Recording of Class Sec 01 Link

10

18

11/02

Video Recording of Class Sec 02 Link

10

19

11/05

Video Recording of Class Sec 01 Link

10

19

11/05

Video Recording of Class Sec 02 Link

11

20

11/09

Video Recording of Class Sec 01 Link

11

20

11/09

Video Recording of Class Sec 02 Link

11

21

11/12

Video Recording of Class Sec 01 Link

11

21

11/12

Video Recording of Class Sec 02 Link

12

22

11/16

Video Recording of Class Sec 01 Link

12

22

11/16

Video Recording of Class Sec 02 Link

12

23

11/19

Video Recording of Class Sec 01 Link

12

23

11/19

Video Recording of Class Sec 02 Link

13

24

11/23

Video Recording of Class Sec 01 Link

13

24

11/23

Video Recording of Class Sec 02 Link

14

25

11/30

Video Recording of Class Sec 01 Link

14

25

11/30

Video Recording of Class Sec 02 Link

14

26

12/03

Video Recording of Class Sec 01 Link

14

26

12/03

Riid! Kaggle Link

14

26

12/03

Riid! Kaggle - PDF Notebook Output Link

14

26

12/03

Riid! Writeup Link

14

26

12/03

Riidl Updated Forkable Notebook Link

14

26

12/03

Video Recording of Class Sec 02 Link

15

27

12/07

Video Recording of Class Sec 01 Link

15

27

12/07

Video Recording of Class Sec 02 Link