This repository contains the homework and projects I finished throughout the Introduction to Data Science class taught by Qinghua Zhao. Many thanks to Prof. Zhao for his amazing teaching.
- Python operations
- Association rule mining
- Machine learning concepts and applications
- KNN
- K-means
- Decision tree
- Auto-encoder
- Neural network
- HTML basics
- Web crawling