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This lecture covers the fundamental concepts of statistics, including elements of estimation theory, distributions, and the law of large numbers. Topics include random variables, moments, covariance, correlation, random processes, central limit theorem, and error analysis. Practical examples illustrate the application of these concepts in various fields.