ML Book

I am reading through Aurelien Geron’s Machine Learning book. It’s a great book and I highly recommend it! I made notes and did the exercises so that I can reference things for future projects.

  My Github Repository

Part 1: Fundamentals of Machine Learning

• Chapter 1 : The Machine Learning Landscape
  • Notes
  • Exercises
• Chapter 2 : End-to-End Machine Learning Project
  • Notes
  • Exercises
• Chapter 3 : Classification
  • Notes
  • Exercises
• Chapter 4 : Training Models
  • Notes
  • Exercises
• Chapter 5 : Support Vector Machines
  • Notes
  • Exercises
• Chapter 6 : Decision Trees
  • Notes
  • Exercises
• Chapter 7 : Ensemble Learning and Random Forests
  • Notes
  • Exercises
• Chapter 8 : Dimensionality Reduction
  • Notes
  • Exercises

Part 2: Neural Networks and Deep Learning

• Coming soon…