• 2026 Spring: COMP5112 Data Structures and Database Systems

  • 2025 Fall: COMP5112 Data Structures and Database Systems

  • 2025 Fall: COMP2411 Database Systems

  • 2025 Spring: COMP4434 Big Data Analytics

1. introduction 2. statistical analysis 3. machine learning 4. overfitting & SVM
5. clustering 6. collaborative filtering 7. dimension reduction 8. backpropagation
9. CNN 10. RNN 11. MapReduce 12. PageRank