/6.036_Machine_Learning

Repo for MIT 6.036 Machine Learning

Primary LanguageJupyter NotebookMIT LicenseMIT

6.036_Machine_Learning

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