Generated by ChatGPT, curated by me (Yifan Sun).
| Intro to machine learning | Basic | Advanced |
| KNN | Basic | Advanced |
| Decision Tree | Basic | Advanced |
| Bayes and graphical models | Basic | Advanced |
| Statistical decision theory | Basic | Advanced |
| Linear regression | Basic | Advanced |
| Logistic regression | Basic | Advanced |
| SVM | Basic | Advanced |
| Dual and kernel SVM | Basic | Advanced |
| Optimization | Basic | Advanced |
| Generalization | Basic | Advanced |
| Ensemble learning | Basic | Advanced |
| Expectation maximization | Basic | Advanced |
| Representational learning | Basic | Advanced |
| Intro to Deep Learning | Basic | Advanced |
| Deep learning in computer vision | Basic | Advanced |
| Deep learning in Speech and NLP | Basic | Advanced |
| Unsorted questions | Basic | Advanced |