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This lecture covers the fundamental concepts of statistics, including probability theory, random variables, moments, covariance, and correlation. It delves into topics such as conditional probability, uniform and normal distributions, and exponential random variables. The instructor provides examples and explanations to help students understand the key principles of statistical analysis.
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