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Generalized Linear Models | Machine Learning (2024) | Pytopia

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Machine Learning (2024)
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Generalized Linear Models

Generalized Linear Models

Supervised Learning - ClassificationLecture 31 of 5843 minVideoUpdated July 2025

Watch the videoyoutube.comOpen on youtube.com (opens in a new tab)

Resources

Understanding Generalized Linear Models (Logistic, Poisson, etc.)(opens in a new tab)

Course content

10 sections · 58 lectures · 41h 11m

1Video: Introduction to Classification20 min
2Video: Generalized Linear Models43 min1resources
3Video: Logistic Regression59 min
4Video: Other GLMs for Classification1h 3m
5Video: Beyond GLM, Decision Trees1h 6m
6Video: Naive Bayes57 min
7Video: K-Nearest Neighbours52 min
8Video: Support Vector Machines35 min1resources
9Video: Classification Evaluation Metrics1h 17m