Global fits of parametric models vs. local fits of kernel regression

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Skills You'll Learn

Linear Regression, Ridge Regression, Lasso (Statistics), Regression Analysis

Reviews

4.8 (5,540 ratings)

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CM

Jan 26, 2016

I really like the top-down approach of this specialization. The iPython code assignments are very well structured. They are presented in a step-by-step manner while still being challenging and fun!

PH

Apr 6, 2016

This is an excellent course. The presentation is clear, the graphs are very informative, the homework is well-structured and it does not beat around the bush with unnecessary theoretical tangents.

From the lesson

Nearest Neighbors & Kernel Regression

Taught By

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    Emily Fox

    Amazon Professor of Machine Learning

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    Carlos Guestrin

    Amazon Professor of Machine Learning

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