Machine Learning Podcast Learning Notes Apr 17

Shallow algorithms

Decision Trees (supervised, classify/regress)
Random Forests

K-means -> Clustering
Apriori -> Association rule learning / Market basket
Principle Component Analysis (PCA) -> Dimension Reduction
Gradient Boost

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Pattern Recognition and Machine Learning

The Elements of Statistical Learning

Machine Learning with R

Supervised and Unsupervised Machine Learning Algorithms

A Tour of Machine Learning Algorithms

Machine Learning Map


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Yao Li is a web and iOS developer, blogger and he has a passion for technology and business. In his blogs, he shares code snippets, tutorials, resources and notes to help people develop their skills. Donate $5 to him for a coffee with PayPal at About Me page and read more professional and interesting technical blog articles. Follow him @Yaoli0615 at Twitter to get latest tech updates.
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