{"product_id":"machine-learning-using-r-with-time-series-and-industry-based-use-cases-in-r-9781484242148","title":"Machine Learning Using R: With Time Series and Industry-Based Use Cases in R","description":"\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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/13\/2018\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484242148\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 700\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.73lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 1.45d","brand":"Karthik Ramasubramanian, Abhishek Singh","offers":[{"title":"Default Title","offer_id":36653271482524,"sku":"9781484242148","price":59.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_4a48cd96-4864-450a-a891-ac23389251a2.jpg?v=1603881398","url":"https:\/\/pastforward.org\/products\/machine-learning-using-r-with-time-series-and-industry-based-use-cases-in-r-9781484242148","provider":"Past Forward","version":"1.0","type":"link"}