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Learn about continuous random variables and their distributions in this university-level statistics lecture, exploring probability density functions (PDFs) and cumulative distribution functions (CDFs) along with their fundamental rules. Gain a thorough understanding of the uniform distribution and its applications while mastering key concepts in probability theory through detailed explanations and examples.