PythonCourse

CSSM 502 - Advanced Data Analysis in Python

Homeworks

1. hw1

• hw1.ipynb | hw1.py

2. hw2

• linear_regression.py
• linear_regression_test.py
• retrieve_data_run_regression.py
• data.csv
• h2_report.pdf

3. hw3

• hw3.ipynb
• hw3_report.pdf

Final Project

1. Download Tweets
2. Combine Sentiment Data
3. Data Preprocessing
4. Sentiment Analysis

Lecture Notes and Codes

1. 30/09/2021
2. 05/10/2021
3. 07/10/2021
4. 12/10/2021
5. 14/10/2021
6. 19/10/2021
7. 21/10/2021
8. 26/10/2021
9. 09/11/2021
10. 11/11/2021
11. 23/11/2021
12. 25/11/2021
13. 30/11/2021
14. 02/12/2021
15. 07/12/2021
16. 09/12/2021
17. 14/12/2021
18. 16/12/2021
19. 23/12/2021
20. 28/12/2021
21. 30/12/2021
22. 04/01/2021

Labs

1. lab1.py
2. clock_lab.py

Learn Python 3 the Hard Way (lpthw) - Exercises

• Learn Python 3 the Hard Way

1. ex1.py
2. ex2.py
3. ex3.py
4. ex4.py
5. ex5.py
6. ex6.py
7. ex7.py
8. ex8.py
9. ex9.py
10. ex10.py
11. ex11.py
12. ex12.py
13. ex13.py
14. ex14.py
15. ex15.py
16. ex16.py
17. ex17.py
18. ex18.py
19. ex19.py
20. ex20.py
21. ex21.py
22. No code.
23. ex23.py
24. ex24.py
25. ex25.py
26. ex26.py
27. No code.
28. No code.
29. ex29.py
30. ex30.py
31. ex31.py
32. ex32.py
33. ex33.py
34. No code.
35. ex35.py
36. No code.
37. No code.
38. ex38.py
39. ex39.py
40. ex40.py, ex40a.py, mystuff.py
41. ex41.py, oop_test.py
42. ex42.py
43. ex43.py, ex43_classes.py
44. ex44a.py, ex44b.py, ex44c.py, ex44d.py, ex44e.py