Lecture Notes 2024
Week 1:- Course Introduction
- What is Big Data? Where Does Big Data Come From? [PDF]PPTX]
- What we can do and what should we do with Big Data? [PDF]PPTX]
- Reading: COMP307Related.zip
- Introduction to Feature Manipulation [PDF]
- Feature Selection: Wrapper approaches and Sequential Search
- Reading: Data Preprocessing [PDF]
- Feature Selection: Filter and Embedded approaches
- Feature Construction [PDF]
Mid-Trimester Teaching Break
Week 6: Week 7-8:
- Regression 1: Linear Regression and Shrinkage Methods [PDF] [PPTX]
- [Credit Dataset]