$\downarrow{shuffle}$ SGD: Stochastic Gradient Descent(but size == 1)

convexity (凹凸性)

feature engineering

在于怎么使用transforming

feature function

see website code

non-numeric features

one-hot encoding

concat

high order polynomials

detect overfitting

• collect more data
• more see next lecture