ML: Week 1

• Supervised Learning

  • Regression(Continuous value)
  • Classification(Discrete value)

• Unsupervised Learning

Features

Infinite features

“Batch” Gradient Descent

Each step of gradient descent uses all the training examples.

Normal equation method