Lectures

You can download the lectures here. We will try to upload lectures prior to their corresponding classes.

• 

  Lecture 1 Introduction
  tl;dr: introduction lecture and probability
  [slides] [notes]
  

  Suggested Readings:

  • LaTeX Materials
  • Chapter 1 of AOS
  • Chapter 13-15 of STATS
• 

  Lecture 2 Probability and Random Variable
  tl;dr: probability & random variable
  [notes]
  

  Suggested Readings:

  • Chapter 1 of AOS
  • Chapter 2 of AOS
  • Intro to Probability of Stat 20 at UCB
• 

  Lecture 3 Random Variable and Vector
  tl;dr: random variable & vector
  [notes]
  

  Suggested Readings:

  • Chapter 2 of AOS
  • Intro to Random Variable of Stat 20 at UCB
  • 正态分布的前世今生（上）
  • 正态分布的前世今生（下）
• 

  Lecture 4 Expectation I
  tl;dr: expectation
  [notes]
  

  Suggested Readings:

  • Chapter 3 of AOS
  • Intro to Expected Value and Variance of Stat 20 at UCB
• 

  Lecture 5 Expectation II
  tl;dr: expectation
  [notes]
  

  Suggested Readings:

  • Chapter 3 of AOS
  • Intro to Expected Value and Variance of Stat 20 at UCB
• 

  Lecture 6 Convergence of Random Variable I
  tl;dr: Convergence in Probability, Moment, Distrbution
  [notes]
  

  Suggested Readings:

  • Chapter 5 of AOS
• 

  Lecture 7 Convergence of Random Variable II
  tl;dr: Convergence in Probability, Moment, Distrbution
  [notes]
  

  Suggested Readings:

  • Chapter 5 of AOS