9/3 
Administrivia, ML basics, ML as optimization

Read: BCN {Chapters 1, 2}, EH {Chapter 1}, CPA {Intro slides}

9/5 
ML as optimization, Convexity

Read: BCN {Chapters 1, 2}, EH {Chapter 1}, CPA {Intro slides}

9/10 
Convexity

Read: MJ {Chapter 1}, EH {Chapter 2, till Section 2.1}

9/12 
Convexity

Read: MJ {Chapter 1}, EH {Chapter 2, till Section 2.1}

9/17 
Convexity

Read: MJ {Chapter 1}, EH {Chapter 2, till Section 2.1}

9/19 
Gradient descent

Read: MJ {Chapter 2}

9/24 
Projected gradient descent

Read: MJ {Chapter 3, till Section 3.4}
