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Artificial Intelligence (2022)
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Probability Theory

Probability Theory

ML ModelingLecture 54 of 8933 minVideoUpdated October 2024

Watch the videoOpens on drive.google.com(opens in a new tab)

Resources

Pattern Recognition and Machine Learning by Bishop(opens in a new tab)

Course content

10 sections · 89 lectures · 70h 1m

1Video: Introduction59 min2resources
2Video: Probability Theory33 min1resources
3Video: Bayes Theorem46 min3resources
4Video: Classical vs Frequentis vs Bayesian Statistics41 min1resources
5Video: Probability Density Function9 min
6Video: Expected Value15 min1resources
7Video: Parametric Density Modeling38 min
8Video: Non-parametric Density Modeling1h1resources

Probability Theory | Artificial Intelligence (2022) | Pytopia