Advanced Python Programming

 

Chapter

Class A

(BSc Data Science)

Class B

(MSc Data Science and Analytics)

Topic

1

11 January 2024 (Thursday)

10:00 – 13:00 (M301)

 

5 January 2024 (Friday)

10:00 – 13:00 (M301)

Computer Programming and Python Fundamentals

Exercise

 

2

Control Flow

Exercise

 

3

11 January 2024 (Thursday)

14:00 – 17:00 (M301)

 

Data Collections

Exercise

4

12 January 2024 (Friday)

10:00 – 13:00 (M301)

 

5 January 2024 (Friday)

14:00 – 17:00 (M301)

 

Functions

Exercise

 

5

PCEP Preparation

 

 

6

12 January 2024 (Friday)

14:00 – 17:00 (M301)

 

Modules and Packages

Exercise

 

7

6 January 2024 (Saturday)

10:00 – 13:00 (M301)

Regular Expression and Yahoo Finance

 

 

8

12 January 2024 (Friday)

19:00 – 22:00 (M301)

 

Exception Handling and File Manipulation

Exercise, Source File

 

9

13 January 2024 (Saturday)

10:00 – 13:00 (M301)

 

6 January 2024 (Saturday)

14:00 – 17:00 (M301)

Introduction to Object-Oriented Programing

 

 

10

13 January 2024 (Saturday)

14:00 – 17:00 (M301)

 

Advanced Data Structure and Algorithm

Exercise

 

11

22 February 2024 (Thursday)

19:00 – 22:00

 

24 February 2024 (Saturday)

10:00 – 13:00 (M301)

Data Manipulation with Pandas

Exercise, Source File

12

23 February 2024 (Friday)

19:00 – 22:00

 

24 February 2024 (Saturday)

14:00 – 17:00 (M301)

 

Array Processing by NumPy

Exercise, Source File

13

29 February 2024 (Thursday)

19:00 – 22:00

 

2 March 2024 (Saturday)

10:00 – 13:00 (M301)

Visualization with Matplotlib

Exercise, Source File

14

1 March 2024 (Friday)

19:00 – 22:00

 

9 March 2024 (Saturday)

10:00 – 13:00 (M301)

 

Web Scrapping

Exercise

15

 

9 March 2024 (Saturday)

14:00 – 17:00 (M301)

 

Advanced Data Analysis

Exercise, Source File