Machine Learning
ML System Design
Stefan's general ML design on escalidraw Stefan's recommendation system notes
Coding
write from scratch basic ml models, linear regression etc
numpy tricks, vectorization
Math
- PCA, SVM, Matrix diagonalization
- Loss functions
- Linear regression