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machine learning course

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24-02-2022

stanford machine learning course (half course + summary)

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Class notes

Supervised learning setup

Summary Dataset split; Exponential family. Generalized Linear Models.

Linear Algebra Review

Gaussian discriminant analysis. Naive Bayes.Laplace Smoothing.

Summary Gaussian discriminant analysis. Naive Bayes.

Naive Bayes, Laplace Smoothing summary

Probability Theory Review

Feb 2022

2020/2021

Class notes

The Multivariate Gaussian Distribution

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machine learning course

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Frequently asked questions

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Satisfaction guarantee: how does it work?

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Will I be stuck with a subscription?

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