Introduction to machine learning

以下幾份簡報介紹了：

• Part 1

  • machine learning 簡介

  • Linear regression with gradient descent

  • Lasso regression, Ridge regression, Elastic-Net

• Part 2

  • hyperparameter tuning

  • Decision tree

  • Random forest

  • Gradient boost tree

• Part 3

  • machine learning project lifecycle