Machine Learning
2021
[9]
- Machine Learning Mathematical Derivations (9): Naive Bayes 10-12
- Machine Learning Mathematical Derivations (8): Support Vector Machines 10-06
- Machine Learning Mathematical Derivations (7): Decision Trees 09-30
- Machine Learning Mathematical Derivations (6): Logistic Regression and Classification 09-24
- Machine Learning Mathematical Derivations (5): Linear Regression 09-18
- Machine Learning Mathematical Derivations (4): Convex Optimization Theory 09-12
- Machine Learning Mathematical Derivations (3): Probability Theory and Statistical Inference 09-06
- Machine Learning Mathematical Derivations (2): Linear Algebra and Matrix Theory 08-31
- Machine Learning Mathematical Derivations (1): Introduction and Mathematical Foundations 08-25