Subject Details
Dept     : AIML
Sem      : 4
Regul    : 2023
Faculty : Sunantha .D
phone  : NIL
E-mail  : sunantha.d.math@snsct.org
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Lecture Notes

UNIT 1:
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Axioms of probability
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Conditional probability
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Total probability
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Baye’s theorem
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Discrete random variables
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Discrete random variables
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Continuous random variables
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Continuous random variables
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Moments
UNIT 2:
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Binomial Distribution
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Binomial Distribution
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Poisson Distribution
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Poisson Distribution
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Exponential Distribution
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Exponential Distribution
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Normal Distribution
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Moment generating functions and their properties.
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Binomial Distribution
UNIT 3:
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Joint distributions
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Joint distributions
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Marginal distributions
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Conditional distributions
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Conditional distributions
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Covariance
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Correlation
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Correlation
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Regression