{"product_id":"9781484223345","title":"Machine Learning Using R","description":"\u003cp\u003eExamine the latest technological advancements in building a scalable machine learning model with Big Data using R. This book shows you how to work with a machine learning algorithm and use it to build a ML model from raw data.\u003c\/p\u003e  \u003cp\u003eAll practical demonstrations will be explored in R, a powerful programming language and software environment for statistical computing and graphics. The various packages and methods available in R will be used to explain the topics. For every machine learning algorithm covered in this book, a 3-D approach of theory, case-study and practice will be given. And where appropriate, the mathematics will be explained through visualization in R. All the images are available in color and hi-res as part of the code download.\u003c\/p\u003e  \u003cp\u003eThis new paradigm of teaching machine learning will bring about a radical change in perception for many of those who think this subject is difficult to learn. Though theory sometimes looks difficult, especially when there is heavy mathematics involved, the seamless flow from the theoretical aspects to example-driven learning provided in this book makes it easy for someone to connect the dots..\u003cbr\u003e\u003c\/p\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003e\u003cb\u003eWhat You'll Learn \u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cul\u003e\n\u003cli\u003eUse the model building process flow\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eApply theoretical aspects of machine learning\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eReview industry-based cae studies\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUnderstand ML algorithms using R\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eBuild machine learning models using Apache Hadoop and Spark\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003e\u003cb\u003eWho This Book is Fo\u003c\/b\u003er\u003cbr\u003eData scientists, data science professionals and researchers in academia who want to understand the nuances of machine learning approaches\/algorithms along with ways to see them in practice using R. \u003cbr\u003eThe book will also benefit the readers who want to understand the technology behind implementing a scalable machine learning model using Apache Hadoop, Hive, Pig and Spark.\u003cbr\u003e","brand":"Apress","offers":[{"title":"Default Title","offer_id":46330477641969,"sku":"9781484223345","price":44.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781484223345_p0.jpg?v=1765489570","url":"https:\/\/shop.barnesandnoble.com\/products\/9781484223345","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}