Machine Learning
Table of Contents #
- Preface
- Lab 1: Introduction to Python
- Lab 2: Supervised Learning
- Lab 3: Multivariate Methods
- Lab 4: Dimensionality Reduction
- Lab 5: Clustering
- Lab 6: Nonparametric Methods
- Lab 7: Decision Trees
- Lab 8: Linear Discrimination
- Lab 9: Neural network
- Lab 10: Local Models
- Lab 11: Kernel Machines
- Lab 12: Hidden Markov Models
- Lab 13: Reinforcement Learning
- Lab 14: Applications