Recorded Video Lectures

Welcome to my collection of recorded video lectures. Most of these lectures were recorded as part of my Probability Theory course at the Moscow Institute of Physics and Technology (MIPT).

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Convolution Formula for the sum of random variables with uniform distribution.

Covariance: Definition and Properties

Correlation: Definition and Properties

Markov and Chebyshev Inequalities

Weak Law of Large Numbers

De Moivre-Laplace Limit Theorems: Complete proof

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