{"product_id":"r-machine-learning-by-example","title":"R Machine Learning By Example: Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully","description":"\u003cp\u003e\u003cstrong\u003eUnderstand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGet to grips with the concepts of machine learning through exciting real-world examples\u003c\/li\u003e\n\u003cli\u003eVisualize and solve complex problems by using power-packed R constructs and its robust packages for machine learning\u003c\/li\u003e\n\u003cli\u003eLearn to build your own machine learning system with this example-based practical guide\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eData science and machine learning are some of the top buzzwords in the technical world today. From retail stores to Fortune 500 companies, everyone is working hard to making machine learning give them data-driven insights to grow their business. With powerful data manipulation features, machine learning packages, and an active developer community, R empowers users to build sophisticated machine learning systems to solve real-world data problems.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book takes you on a data-driven journey that starts with the very basics of R and machine learning and gradually builds upon the concepts to work on projects that tackle real-world problems.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou'll begin by getting an understanding of the core concepts and definitions required to appreciate machine learning algorithms and concepts. Building upon the basics, you will then work on three different projects to apply the concepts of machine learning, following current trends and cover major algorithms as well as popular R packages in detail. These projects have been neatly divided into six different chapters covering the worlds of e-commerce, finance, and social-media, which are at the very core of this data-driven revolution. Each of the projects will help you to understand, explore, visualize, and derive insights depending upon the domain and algorithms.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThrough this book, you will learn to apply the concepts of machine learning to deal with data-related problems and solve them using the powerful yet simple language, R.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUtilize the power of R to handle data extraction, manipulation, and exploration techniques\u003c\/li\u003e\n\u003cli\u003eUse R to visualize data spread across multiple dimensions and extract useful features\u003c\/li\u003e\n\u003cli\u003eExplore the underlying mathematical and logical concepts that drive machine learning algorithms\u003c\/li\u003e\n\u003cli\u003eDive deep into the world of analytics to predict situations correctly\u003c\/li\u003e\n\u003cli\u003eImplement R machine learning algorithms from scratch and be amazed to see the algorithms in action\u003c\/li\u003e\n\u003cli\u003eWrite reusable code and build complete machine learning systems from the ground up\u003c\/li\u003e\n\u003cli\u003eSolve interesting real-world problems using machine learning and R as the journey unfolds\u003c\/li\u003e\n\u003cli\u003eHarness the power of robust and optimized R packages to work on projects that solve real-world problems in machine learning and data science\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIf you are interested in mining useful information from data using state-of-the-art techniques to make data-driven decisions, this is a go-to guide for you. No prior experience with data science is required, although basic knowledge of R is highly desirable. Prior knowledge in machine learning would be helpful but is not necessary.\u003c\/p\u003e","brand":"None","offers":[{"title":"Paperback","offer_id":46258464391378,"sku":"9781784390846","price":73.99,"currency_code":"CAD","in_stock":true},{"title":"Kobo eBook","offer_id":46258464424146,"sku":"19133207-6b96-33bf-8ae9-1975cdb9cfa3","price":47.19,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0655\/8980\/5233\/files\/1_3324a764-16ca-4a8e-b736-5abbd6311e7f.jpg?v=1762793277","url":"https:\/\/www.indigo.ca\/products\/r-machine-learning-by-example","provider":"Indigo","version":"1.0","type":"link"}