Counting – Probability: Basic Definitions – Equally Likely Outcomes – Independence – Conditional Probability – The Law of Total Probability – The Bayes Formula – Discrete Distributions – Mean and Variance – Joint Distributions – Binomial Distribution – Multinomial Distribution – Geometric Distribution – Poisson Distribution – Density Functions – The Normal Distribution – The Uniform Distribution – The Exponential Distribution – The Law of Large Numbers – The Central Limit Theorem

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