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Are you ready to learn the most important concept in realworld machine learning?

This crash course is a purely intuitive introduction to the biasvariance tradeoff. Knowledge of the biasvariance tradeoff is critical for you to craft the most useful machine learning models.


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Book links

Intro to Statistical Learning:
https://www.statlearning.com/

Applied Predictive Modeling:
http://appliedpredictivemodeling.com/



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Video Chapters

00:00 Intro
01:33 Underfitting & Overfitting
05:41 Dave Heads Down to the Pub
13:45 High Bias, Low Variance Model
17:06 Low Bias, High Variance Model
19:36 Supervising the Data
27:04 CrossValidation
35:26 Continue Your Learning

#machinelearning #biasvariance #biasvariancetradeoff