My Notes

Machine Learning

1. Linear Regression
2. Logistic Regression
3. Principal Components Analysis
4. K-Means
5. K-Nearest Neighbors
6. Decision Tree
7. Naive Bayes
8. Neural Networks
9. Recurrent Neural Network

Mathematics

1. Singular Value Decomposition
2. Lagrange Duality
3. Norms
4. Projectors

NLP

1. Word Embedding

Recommender Systems

1. Collaborative Filtering

Others

1. Memory based Model