{"product_id":"machine-learning-for-dummies-paperback-softback-9781394373222","title":"Machine Learning For Dummies (Paperback \/ softback) 9781394373222","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eMachine Learning For Dummies\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eLuca Massaron (Author), John Paul Mueller (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781394373222, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 20 November 2025\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e448 pages\u003cbr\u003e23.4 x 18.8 x 3 cm, 0.612 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003cb\u003eThe most human-friendly book on machine learning\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eSomewhere buried in all the systems that drive artificial intelligence, you'll find machine learning—the process that allows technology to build knowledge based on data and patterns. \u003ci\u003eMachine Learning For Dummies\u003c\/i\u003e is an excellent starting point for anyone who wants deeper insight into how all this learning actually happens. This book offers an overview of machine learning and its most important practical applications. Then, you'll dive into the tools, code, and math that make machine learning go—and you'll even get step-by-step instructions for testing it out on your own. For an easy-to-follow introduction to building smart algorithms, this Dummies guide is your go-to. \u003c\/p\u003e\n\u003cul\u003e \u003cli\u003ePiece together what machine learning is, what it can do, and what it can't do\u003c\/li\u003e \u003cli\u003eLearn the basics of machine learning code and how it integrates with large datasets\u003c\/li\u003e \u003cli\u003eUnderstand the mathematical principles that AI uses to make itself smarter\u003c\/li\u003e \u003cli\u003eConsider real-world applications of machine learning and write your own algorithms\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eWith clear explanations and hands-on instruction, \u003ci\u003eMachine Learning For Dummies\u003c\/i\u003e is a great entry-level resource for developers looking to get started with AI and machine learning.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eIntroduction 1\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 1: Introducing How Machines Learn 5\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 1: Getting the Real Story About AI 7\u003c\/p\u003e \u003cp\u003eChapter 2: Learning in the Age of Computers 23\u003c\/p\u003e \u003cp\u003eChapter 3: Having a Glance at the Future 35\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 2: Learning Machine Learning by Coding 45\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 4: Working with Google Colab 47\u003c\/p\u003e \u003cp\u003eChapter 5: Understanding the Tools of the Trade 71\u003c\/p\u003e \u003cp\u003eChapter 6: Getting Beyond Basic Coding in Python 81\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 3: Building the Foundations 103\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 7: Demystifying the Math Behind Machine Learning 105\u003c\/p\u003e \u003cp\u003eChapter 8: Descending the Gradient 129\u003c\/p\u003e \u003cp\u003eChapter 9: Validating Machine Learning 145\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 4: Learning from Smart Algorithms 169\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 10: Starting with Simple Learners 171\u003c\/p\u003e \u003cp\u003eChapter 11: Leveraging Similarity 195\u003c\/p\u003e \u003cp\u003eChapter 12: Working with Linear Models the Easy Way 219\u003c\/p\u003e \u003cp\u003eChapter 13: Going Beyond the Basics with Support Vector Machines 251\u003c\/p\u003e \u003cp\u003eChapter 14: Tackling Complexity with Neural Networks 263\u003c\/p\u003e \u003cp\u003eChapter 15: Resorting to Ensembles of Learners 303\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 5: Applying Learning to Real Problems 327\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 16: Classifying Images 329\u003c\/p\u003e \u003cp\u003eChapter 17: Scoring Opinions and Sentiments 351\u003c\/p\u003e \u003cp\u003eChapter 18: Recommending Products and Movies 379\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 6: The Part of Tens 401\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 19: Ten Ways to Improve Your Machine Learning Models 403\u003c\/p\u003e \u003cp\u003eChapter 20: Ten Guidelines for Ethical Data Usage 411\u003c\/p\u003e \u003cp\u003eIndex 419\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Computer science [\u003ca title=\"See our other books on Computer science\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Computer%20science%20%5BUY%5D%22\"\u003eUY\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"For Dummies","offers":[{"title":"Brand New","offer_id":52458313449752,"sku":"9781394373222","price":19.29,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781394373222.jpg?v=1785370796","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/machine-learning-for-dummies-paperback-softback-9781394373222","provider":"Freshly Printed Books","version":"1.0","type":"link"}