{"product_id":"machine-learning-make-your-own-recommender-system-paperback","title":"Machine Learning: Make Your Own Recommender System - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eOliver Theobald\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWant to code your own recommender system from scratch and learn machine learning theory at the same time?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eRecommender systems power the platforms we use every day-Amazon, Netflix, Spotify, and more. But how do they really work? In \u003ci\u003eMachine Learning: Make Your Own Recommender System\u003c\/i\u003e, Oliver Theobald walks you through one of the most practical and fascinating applications of machine learning: personalized recommendations.\u003c\/p\u003e\u003cp\u003eUsing Python, real-world datasets, and the beginner-friendly Scikit-learn library, you'll not only learn the theory behind \u003cb\u003ecollaborative filtering\u003c\/b\u003e, \u003cb\u003econtent-based filtering\u003c\/b\u003e, and \u003cb\u003ehybrid approaches\u003c\/b\u003e, but also implement them yourself-step by step.\u003c\/p\u003e\u003cb\u003eWhat you'll learn: \u003c\/b\u003e\u003cp\u003e\u003cb\u003e-\u003c\/b\u003e The essential principles behind \u003cb\u003erecommender systems\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e-\u003c\/b\u003e How to set up your Python environment with Jupyter Notebook\u003cbr\u003e\u003cb\u003e-\u003c\/b\u003e The difference between \u003cb\u003euser-based\u003c\/b\u003e and \u003cb\u003eitem-based\u003c\/b\u003e filtering\u003cbr\u003e\u003cb\u003e-\u003c\/b\u003e How to apply \u003cb\u003eSingular Value Decomposition (SVD)\u003c\/b\u003e and \u003cb\u003eNaive Bayes\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e-\u003c\/b\u003e Why recommendation algorithms shape online behavior-and how to build your own\u003c\/p\u003e\u003cb\u003eThis book is perfect for: \u003c\/b\u003e\u003cp\u003e\u003cb\u003e-\u003c\/b\u003e Readers of \u003ci\u003eMachine Learning for Absolute Beginners \u003c\/i\u003eor Oliver's other data science books\u003cbr\u003e\u003cb\u003e-\u003c\/b\u003e Beginners looking to learn machine learning in a hands-on way\u003cbr\u003e\u003cb\u003e-\u003c\/b\u003e Readers who found the Machine Learning for Dummies book too vague\u003cbr\u003e\u003cb\u003e-\u003c\/b\u003e Anyone exploring recommender system design or building portfolio projects\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIf you've always wanted to understand the real mechanics behind what \"You might also like...\" really means, this is the book for you! No PhD required-just curiosity, a computer, and the willingness to learn by doing! \u003c\/b\u003e\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 124\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.29 x 9 x 6 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 06, 2018\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":50373576884461,"sku":"9781726769037","price":17.42,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0020\/8918\/9441\/files\/oG4oxt_o2b9781726769037.webp?v=1785524323","url":"https:\/\/www.webster.direct\/en-gb\/products\/machine-learning-make-your-own-recommender-system-paperback","provider":"Webster.Direct","version":"1.0","type":"link"}