{"product_id":"machine-learning-make-your-own-recommender-system-9781726769037","title":"Machine Learning: Make Your Own Recommender System","description":"Learn How to Make Your Own Recommender System in an Afternoon.\u003cbr\u003e\u003cb\u003eRecommender systems are one of the most visible applications of machine learning and their uncanny ability to convert our unspoken actions into items we like is both addicting and concerning. \u003c\/b\u003e\u003cp\u003e\u003c\/p\u003eRecommender systems, though, are here to stay and for anyone beginning their journey in data science, this is a lucrative space for future employment. \u003cp\u003e\u003c\/p\u003eThis book will get you up and running with the basics as well as the steps to coding your own recommender system using Python. \u003cp\u003e\u003c\/p\u003eExercises include predicting book recommendations, relevant house properties for online marketing purposes, and whether a user will click on an ad campaign. \u003cp\u003e\u003c\/p\u003eWho is the Book For?\u003cbr\u003eThe contents of this book is designed for beginners with some background knowledge of data science, including classical statistics and computing programming. If this is your first exposure to data science, you may want to spend a few hours to read my first book \u003cb\u003eMachine Learning for Absolute Beginners\u003c\/b\u003e before you get started here. \u003cp\u003e\u003c\/p\u003eTopics covered in this book: \u003cbr\u003e- How to set up a free and easy sandbox environment using Jupyter Notebook\u003cbr\u003e- How to prepare your data for processing\u003cbr\u003e- How to code a collaborative filtering model\u003cbr\u003e- How to code a content-based filtering model\u003cbr\u003e- How recommender systems are evaluated\u003cbr\u003e- What you need to know about privacy and ethics\u003cbr\u003e- What the future of Recommender Systems might look like\u003cbr\u003e","brand":"Independently Published","offers":[{"title":"Default Title","offer_id":50506242523410,"sku":"9781726769037","price":11.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_2fcac433-2990-4e72-9f84-5ae26777d47e.jpg?v=1730848098","url":"https:\/\/surprise-castle.myshopify.com\/products\/machine-learning-make-your-own-recommender-system-9781726769037","provider":"Surprise Castle","version":"1.0","type":"link"}