Advanced Probability

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Related lectures (28)

Advanced Probability: Examples

Covers the Geometric Distribution, biased coins, expected number of flips, and generating random numbers.

Normal Distribution: Properties and Calculations Log in to Mediaspace to watch this video

Covers the normal distribution, including its properties and calculations.

Stochastic Models for Communications Log in to Mediaspace to watch this video

Covers stochastic models for communications, focusing on random variables, Markov chains, Poisson processes, and probability calculations.

Probability Distributions: Basics and Properties Log in to Mediaspace to watch this video

Covers the basics of probability distributions, including mean, variance, and properties of random variables.

Law of Large Numbers: Strong Convergence Log in to Mediaspace to watch this video

Explores the strong convergence of random variables and the normal distribution approximation in probability and statistics.

Binomial Distributions Log in to Mediaspace to watch this video

Covers the normal distribution, inferential statistics, probability, and the binomial distribution in the context of the 'Dishonest Gambler Problem'.

Probability and Measure: Fundamentals and Applications Log in to Mediaspace to watch this video

Covers fundamental concepts of probability theory and measure theory, including joint probabilities, random variables, and the central limit theorem.

Probability and Statistics: Fundamentals Log in to Mediaspace to watch this video

Covers the fundamental concepts of probability and statistics, including interesting results, standard model, image processing, probability spaces, and statistical testing.

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