CS109 Class Slides
Date
Topic
Slides
Apr. 3
BST Permutations
PDF
Apr. 3
Combinations
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 5
Introduction to Probability
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 8
Conditional Probability and Bayes Theorem
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 10
More on Conditional Probability and Independence
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 12
Random Variables and Expectation
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 15
Variance and Binomial Distribution
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 17
Poisson and Other Discrete Distributions
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 19
Continuous Distributions
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 22
Normal and Exponential Distributions
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 24
Joint Distributions
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 26
Independent Random Variables
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
Apr. 29
Sums of Independent Random Variables and Conditional Distributions
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 1
Beta Distribution
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 1
Properties of Expectation and QuickSort Analysis
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 3
Covariance
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 6
Correlation and Conditional Expectation
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 8
Moment Generating Functions
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 10
Helpful Inequalities and Bounds
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 13
Law of Large Numbers and Central Limit Theorem
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 15
Parameter Estimation and Method of Moments
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 17
Maximum Likelihood Estimation
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
May 20
Bayesian Estimation
PDF (6 slides/page)
PDF (4 slides/page)
PDF (1 slide/page)
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