{"product_id":"machine-learning-algorithms-in-depth-9781633439214","title":"Machine Learning Algorithms in Depth","description":"\u003cp\u003e • Author(s): Vadim Smolyakov\u003cbr\u003e • Publisher: Manning Publications\u003cbr\u003e • Publisher Imprint: Manning Publications\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eMachine Learning Algorithms in Depth\u003c\/strong\u003e dives deep into the 'how' and the 'why' of machine learning algorithms. For each category of an algorithm, you will go from math-first principles to hands-on implementation in Python. You will explore dozens of examples from across all the fields of machine learning, including finance, computer vision, NLP, and more. Each example is accompanied by worked-out derivations and details as well as insightful code samples and graphics. By the time you're done reading, you will know how major algorithms work under the hood -- and be a better machine learning practitioner.\u003c\/p\u003e About the reader \u003cp\u003eFor intermediate machine learning practitioners familiar with linear algebra, probability, and basic calculus.\u003c\/p\u003e","brand":"Manning Publications","offers":[{"title":"Paperback","offer_id":45299332087959,"sku":"9781633439214","price":6349.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781633439214.webp?v=1769285456","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-algorithms-in-depth-9781633439214","provider":"Atlantic Books","version":"1.0","type":"link"}