/machine-learning-notes

My online shared notebook for Machine Learning notes

Primary LanguageJupyter NotebookMIT LicenseMIT

Machine Learning

My online notebook for Machine Learning notes

This book contains short notes for the key machine learning algorithms and topics. In time, I will also update it to include references to other topics that I find interesting.

Prerequisites

  1. Regression
  2. Classification
  3. Clustering
  4. Association Rule Learning
  5. Reinforcement Learning
  6. Natural Language Processing
  7. Deep Learning
  8. Dimensionality Reduction
  9. Recommendation Engines
  10. Model Selection and Boosting
  11. Time Series
  12. Constraint Satisfaction Problems
  13. Appendix