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1.1.1 What is Machine Learning? Learning, like intelligence, covers such a broad range of processes that it is dif-cult to de ne …
The computational analysis of machine learning algo- rithmsandtheirperformanceisabranchoftheoretical …
This book is for current and aspiring machine learning practitioners looking to implement solutions to real-world …
The issue of overfitting versus underfitting is of central importance in machine learning in general, and will be more formally …
Note that, while adopt-ing a presentation with a strong mathematical flavor, we will still make explicit the details of many …
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