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Mentioned in 1 episodes

The Elements of Statistical Learning

Data Mining, Inference, and Prediction
Book • 2001
The Elements of Statistical Learning provides a broad and deep introduction to the field of statistical learning, which includes machine learning and data mining.

The book covers topics such as linear regression, logistic regression, decision trees, neural networks, and support vector machines.

It emphasizes both the theoretical foundations and practical applications of these techniques, making it a valuable resource for both beginners and experienced practitioners in the field.

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Mentioned in 1 episodes

Mentioned by Giuseppe Paleologo as a book with a helpful section on multivariate regression.
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Giuseppe Paleologo - Multi-Manager Hedge Funds & Thinking Deeply About Simple Things (S7E11)

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