Introduction to Machine Learning with Python
by Andreas C. Mueller, Sarah Guido · first published 2016
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3HN commenters
2015–2017first – last mentioned
67% recommend33% neutral
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…inspirational. Before this book I didn't understand why he's such an icon for Germans (and I read a few biographies), but I get it now, he lived the 'man is his own marble' saying. Computer stuff: - Introduction to Machine Learning with Python, Mueller and Guido. This is essentially a more detailed version of the scikit-learn documentation with more elaborate exercises (even though some of it overlaps), highly readable. The scikit-learn documentation…
on “Ask HN: Books you read in 2016?” ↗I found Introduction to Machine Learning with Python - A Guide for Data Scientists (Andreas C. Müller, Sarah Guido, 2016) to be a good introduction to using and tuning these algos.
on “Top Data Mining Algorithms You Can Use” ↗There's also o'reilly's 'Introduction to Machine Learning with Python', which is very much about scikit-learn http://shop.oreilly.com/product/0636920030515.do Just came out a few weeks ago so it's relatively unknown, I've read the first few chapters and so far it's good!…
on “Introduction to Machine Learning for Developers” ↗O'Reilly's publishing Introduction to Machine Learning with Python by Sarah Guido and Andreas Mueller in January 2016. http://shop.oreilly.com/product/0636920030515.do
on “Ask HN: What is the best way to learn Machine Learning in Python?” ↗