{"product_id":"9781484242148","title":"Machine Learning Using R: With Time Series and Industry-Based Use Cases in R","description":"\u003ch1\u003eMachine Learning Using R: With Time Series and Industry-Based Use Cases in R\u003c\/h1\u003e \u003ch2\u003eRamasubramanian, Karthik; Singh, Abhishek\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eExamine the latest technological advancements in building a scalable machine-learning model with big data using R. This second edition shows you how to work with a machine-learning algorithm and use it to build a ML model from raw data. You will see how to use R programming with TensorFlow, thus avoiding the effort of learning Python if you are only comfortable with R.\u003c\/p\u003e\u003cp\u003eAs in the first edition, the authors have kept the fine balance of theory and application of machine learning through various real-world use-cases which gives you a comprehensive collection of topics in machine learning. New chapters in this edition cover time series models and deep learning.\u003c\/p\u003e\u003cb\u003eWhat You'll Learn \u003c\/b\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand machine learning algorithms using R\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eMaster the process of building machine-learning models \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eCover the theoretical foundations of machine-learning algorithms\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eSee industry focused real-world use cases\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eTackle time series modeling in R\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eApply deep learning using Keras and TensorFlow in R\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWho This Book is For\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eData scientists, data science professionals, and researchers in academia who want to understand the nuances of machine-learning approaches\/algorithms in practice using R.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-12-13\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484242148\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-4215-5\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 700\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47525854445708,"sku":"9781484242148","price":62.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484242148.jpg?v=1776029239","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484242148","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}