01_Basics.md

Basics

ML Algorithm

• Representation
• Evaluation
• Optimization

ML Types

• Supervised Learning:
  • Training data includes desired outputs.
• Unsupervised Learning:
  • Training data does not include desired outputs.
• Semi-supervised Learning:
  • Training data partially include desired outputs.
• Reinforcement Learning:
  • Give rewards on a sequence of actions...