CS70 Guide
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CS70 Guide
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Discrete Math
Overview
Propositional Logic
Proofs
Stable Matching
Graphs
Modular Arithmetic
RSA Cryptography
Polynomials
Countability
Computability
Probability
Overview
Counting
Discrete Probability
Hashing and the Union Bound
Expectation and Variance
Concentration Inequalities
Continuous Probability
Markov Chains
The Beta Family
The Gamma Family
Conditional Expectation and Variance
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Concentration Inequalities
Markov's Inequality:
http://prob140.org/textbook/content/Chapter_18/04_Chi_Squared_Distributions.html
Chebyshev's Inequality:
http://prob140.org/textbook/content/Chapter_18/04_Chi_Squared_Distributions.html
Chernoff Bound:
http://prob140.org/textbook/content/Chapter_19/04_Chernoff_Bound.html?highlight=chernoff
Probability - Previous
Expectation and Variance
Next - Probability
Continuous Probability
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