Repo for MIT 6.036 Machine Learning
Topics Covered in this repo:
- Week 1: Getting Started
- Week 2: Perceptrons
- Week 3: Features
- Week 4: Logistic Regression
- Week 5: Regression
- Week 6: Neural Networks
- Week 7: Neural Networks II
- Week 8: Convolutional Neural Networks
- Week 9: State Machines - Markov Decision Processes
- Week 10: Reinforcement Learning
- Week 11: Recurrent Neural Networks
- Week 12: Decision Trees and Nearest Neighbors
- Week 13: Clustering