Machine Learning Course Schedule
| Week | Learning Activities | Assignment |
|---|---|---|
| 9 | Course Project |
Project Proposal Data Visualization, Exploration, and Cleansing |
| 10 | Course Project |
Progress Report Regression, Classification, Clustering Optimize Hyperparameters, Validation, Deployment Performance |
| 11 | Course Project |
Final Report Project Report and Presentation |
| Week | Learning Activities | Assignment |
|---|---|---|
| 12 | Video Data Computer Vision Introduction Cascade Classifier Deep Learning Classification |
Road Detection Texture Classification Crack Classification |
| 13 | Transformers, LSTMs, and LLMs |
Database Access Similarity Search Python LLM with Ollama RAG LLM Integration |
| 14 |
Deploy Machine Learning Cloud Access |
Replace PID with LSTM |
| 15 | Final Exam Review |
Final Exam Individual: Wind Power Group: Safety Surveillance |
