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AIML
3rd Semester
AL-302
Unit 1 Notes

AL-302 Introduction to Probability and Statistics Unit 1 Notes

Notes and important questions for unit 1: Basic Probability.

Unit 1 · Short notes Basic Probability Probability spaces, conditional probability, independence · Discrete random variables · Independent random variables, the multinomial distribution, Poisson approximation to the binomial distribution, infinite sequences of Bernoulli trials, sums of independent random variables · Expectation of discrete random variables, moments, variance of a sum, correlation coefficient, Chebyshev's inequality

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