Probability for Computer Science

Por: Swayam . en: , ,

Week 1: Introductory examples. Probability for finite space. Week 2: Sigma algebra. Conditional probability Week 3: Expectation. Famous random variables. Week 4: Concentration inequalities. Boosting by Chernoff. Week 5: Stochastic process. Week 6: Stationary distribution examples. Week 7: Probabilistic method examples. Week 8: Streaming algorithms.

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