Summary of CPC152W FOUNDATIONS AND PROGRAMMING FOR DATA ANALYTICS

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CPC152W FOUNDATIONS AND PROGRAMMING FOR DATA ANALYTICS

Lecturer: WONG KHANG SIANG DR
Lecturer: CHEW XINYING TS. DR.

Skill Level: Beginner

General

Announcements

Forum

27 March - 2 April

Week 01 Lecture Notes

3 April - 9 April

Week 02 Lecture Notes

17 April - 23 April

Week 03 Lecture Notes

Tutorial 1

24 April - 30 April

Week 04 Lecture Notes

Tutorial 2

1 May - 7 May

Week 05 Lecture Notes

Tutorial 3

8 May - 14 May

Week 06 Lecture Notes

Tutorial 4

Week 07 Lecture Notes

Tutorial 5

22 May - 28 May

Week 08 Lecture Notes

Exercise 1

29 May - 4 June

Week 09 Lecture Notes

Exercise 1 (Part 2)

29th May 2023 (TS. Dr. Chew) 10am-12pm

Hands-on (29.5.23)

Click on the link to perform the download (Good luck)

train370.csv

test244.csv

12 June - 18 June

Week 09 Lecture Notes

Week 10 (a) Lecture Notes

Week 10 (b) Lecture Notes

Week 11 (a) Lecture Notes

Week 11 (b) Lecture Notes

Week 09 Tutorial

Week 10 Tutorial

Week 11 Tutorial (.ipynb)

Lab 1

Lab 2

Lab 3

Lab 3 dataset

15th June 2023 (TS. Dr. Chew) 10am-12pm

Statistics and Probability: Sampling Techniques (15.5.23)

16th June 2023 (Extra Class) 9am-12pm

Week 12 Lecture Notes

Week 12 Tutorial

Week 12 (19 June - 23 June)

Week 13 (a) Lecture Notes

Week 13 (b) Lecture Notes

Week 13 (c) Lecture Notes

Week 13 (26 June - 30 June)

Week 14 Lecture Notes

Week 14 Tutorial

Lab 4

Lab 4 dataset

Lab 5

Coursework Information

Assignment

Project

Decision Tree Regression

Additional Study Materials

datasets

CPC152W FOUNDATIONS AND PROGRAMMING FOR DATA ANALYTICS