{"product_id":"machine-learning-with-r-brett-lantz-9781782162148","title":"Machine Learning with R: R gives you access to the cutting-edge software you need to prepare data for machine learning. No previous knowledge r","description":"\u003cp\u003e\u003cstrong\u003eR gives you access to the cutting-edge software you need to prepare data for machine learning. No previous knowledge required '底 this book will take you methodically through every stage of applying machine learning.\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\u003eHarness the power of R for statistical computing and data science\u003c\/li\u003e\n\u003cli\u003eUse R to apply common machine learning algorithms with real-world applications\u003c\/li\u003e\n\u003cli\u003ePrepare, examine, and visualize data for analysis\u003c\/li\u003e\n\u003cli\u003eUnderstand how to choose between machine learning models\u003c\/li\u003e\n\u003cli\u003ePacked with clear instructions to explore, forecast, and classify data\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\u003eMachine learning, at its core, is concerned with transforming data into actionable knowledge. This fact makes machine learning well-suited to the present-day era of \"big data\" and \"data science\". Given the growing prominence of R'廷a cross-platform, zero-cost statistical programming environment'廷there has never been a better time to start applying machine learning. Whether you are new to data science or a veteran, machine learning with R offers a powerful set of methods for quickly and easily gaining insight from your data.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\"Machine Learning with R\" is a practical tutorial that uses hands-on examples to step through real-world application of machine learning. Without shying away from the technical details, we will explore Machine Learning with R using clear and practical examples. Well-suited to machine learning beginners or those with experience. Explore R to find the answer to all of your questions.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eHow can we use machine learning to transform data into action? Using practical examples, we will explore how to prepare data for analysis, choose a machine learning method, and measure the success of the process.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eWe will learn how to apply machine learning methods to a variety of common tasks including classification, prediction, forecasting, market basket analysis, and clustering. By applying the most effective machine learning methods to real-world problems, you will gain hands-on experience that will transform the way you think about data.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\"Machine Learning with R\" will provide you with the analytical tools you need to quickly gain insight from complex data.\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\u003eUnderstand the basic terminology of machine learning and how to differentiate among various machine learning approaches\u003c\/li\u003e\n\u003cli\u003eUse R to prepare data for machine learning\u003c\/li\u003e\n\u003cli\u003eExplore and visualize data with R\u003c\/li\u003e\n\u003cli\u003eClassify data using nearest neighbor methods\u003c\/li\u003e\n\u003cli\u003eLearn about Bayesian methods for classifying data\u003c\/li\u003e\n\u003cli\u003ePredict values using decision trees, rules, and support vector machines\u003c\/li\u003e\n\u003cli\u003eForecast numeric values using linear regression\u003c\/li\u003e\n\u003cli\u003eModel data using neural networks\u003c\/li\u003e\n\u003cli\u003eFind patterns in data using association rules for market basket analysis\u003c\/li\u003e\n\u003cli\u003eGroup data into clusters for segmentation\u003c\/li\u003e\n\u003cli\u003eEvaluate and improve the performance of machine learning models\u003c\/li\u003e\n\u003cli\u003eLearn specialized machine learning techniques for text mining, social network data, and '艇big'締 data\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\u003eIntended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Brett Lantz\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1782162143\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781782162148\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/25\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 396\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.49lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.81d","brand":"Brett Lantz","offers":[{"title":"Paperback","offer_id":43984284778751,"sku":"9781782162148","price":60.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_50b853f4-7c61-4f09-93b2-b3b30a8eb992.jpg?v=1683271510","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-with-r-brett-lantz-9781782162148","provider":"WR Book House","version":"1.0","type":"link"}