Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Learn fundamental concepts in probability and statistics through this comprehensive video series covering essential mathematical foundations and practical applications. Master set theory and functions as foundational tools before diving into probability spaces, events, and conditional probabilities. Explore basic counting principles and probability calculations, then advance to understanding total probability, Bayes' rule, and tree diagram methodologies. Develop proficiency with random variables, including calculations of means, variance, and standard deviations. Study key probability distributions including binomial and geometric distributions, and understand the transition from discrete to continuous probability distributions through the sign rule. Conclude with an in-depth examination of the normal distribution and its applications in statistical analysis.
