{"product_id":"genetic-algorithms-and-machine-learning-for-programmers-create-ai-models-and-evolve-solutions","title":"Genetic Algorithms and Machine Learning for Programmers: Create AI Models and Evolve Solutions","description":"\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eMachine Learning enables self-driving cars, natural language recognition, and online recommendation engines. This book teaches beginner-to-intermediate programmers how to test their ML code and dive into advanced topics. It covers heuristics, design fitness functions, genetic algorithms, nature-inspired swarms, Monte Carlo simulations, cellular automata, minima and maxima, selection methods, and clusters. \u003c\/blockquote\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\\n                                                            \u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\\n                              \u003cstrong\u003eLength\u003c\/strong\u003e: 236 pages\u003cbr\u003e\\n                              \u003cstrong\u003ePublication date\u003c\/strong\u003e: 08 February 2019\u003cbr\u003e\\n                              \u003cstrong\u003ePublisher\u003c\/strong\u003e: The Pragmatic Programmers\u003cbr\u003e\\n                          \u003c\/p\u003e\u003cp\u003e\u003cbr\u003eMachine Learning (ML) has revolutionized the field of technology, enabling the development of self-driving cars, natural language recognition, and online recommendation engines. With ML, programmers can now create their own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, cellular automata, and clusters. This comprehensive book is designed for beginners-to-intermediate programmers who are eager to understand machine learning.\u003cbr\u003e\u003cbr\u003eIn this book, readers will learn how to use a handful of self-contained recipes to build a repertoire of algorithms. They will discover terms and approaches that apply generally, and bake intelligence into their algorithms to guide them to discover good solutions to problems. The book will cover topics such as:\u003cbr\u003e\u003cbr\u003eUsing heuristics and design fitness functions.\u003cbr\u003e\u003cbr\u003eBuilding genetic algorithms.\u003cbr\u003e\u003cbr\u003eMaking nature-inspired swarms with ants, bees, and particles.\u003cbr\u003e\u003cbr\u003eCreating Monte Carlo simulations.\u003cbr\u003e\u003cbr\u003eInvestigating cellular automata.\u003cbr\u003e\u003cbr\u003eFinding minima and maxima, using hill climbing and simulated annealing.\u003cbr\u003e\u003cbr\u003eTrying selection methods, including tournament and roulette wheels.\u003cbr\u003e\u003cbr\u003eLearning about heuristics, fitness functions, metrics, and clusters.\u003cbr\u003e\u003cbr\u003eTesting code and getting inspired to try new problems.\u003cbr\u003e\u003cbr\u003eWorking through scenarios to code their way out of a paper bag, an important skill for any competent programmer.\u003cbr\u003e\u003cbr\u003eSee how the algorithms explore and learn by creating visualizations of each problem.\u003cbr\u003e\u003cbr\u003eGet inspired to design your own machine learning projects and become familiar with the jargon.\u003cbr\u003e\u003cbr\u003eTo get the most out of this book, readers will need to have a basic understanding of programming in C++ (\u0026gt;= C++11), Python (2.x or 3.x), and JavaScript. They will also need access to a computer with a programming environment installed.\u003cbr\u003e\u003cbr\u003eWhether you are a student, professional, or hobbyist, this book will provide you with the knowledge and skills you need to start building your own machine learning algorithms. So, why wait? Start your journey into the world of machine learning today!\u003c\/p\u003e\u003cp\u003e\\n                            \u003cstrong\u003eWeight\u003c\/strong\u003e: 456g\\n                            \u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 192 x 235 x 14 (mm)\\n                            \u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781680506204\\n                            \\n                          \u003c\/p\u003e","brand":"Frances Buontempo","offers":[{"title":"Paperback \/ softback","offer_id":44100309287162,"sku":"9781680506204","price":35.21,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/7a08130aa4a569d37276ab37eeb9f6ff.jpg?v=1625712536","url":"https:\/\/shulphink.com\/products\/genetic-algorithms-and-machine-learning-for-programmers-create-ai-models-and-evolve-solutions","provider":"Shulph Ink","version":"1.0","type":"link"}