- Different statstical terminologies used in machine learning are given
- Different sampling distributions like Binomial, Bernoulli, Poission, normal, uniform are discussed via assignments using different datasets.
- Central limit theorem
- Hypothesis testing
- Ztests
- t tests
- Chisquare tests
- Anova tests
-
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Statistics for machine learning.
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