Abhishek Singh Karthik Ramasubramanian Machine Learning Using R (Paperback)

Description: Further DetailsTitle: Machine Learning Using RCondition: NewSubtitle: With Time Series and Industry-Based Use Cases in RAuthor: Abhishek Singh, Karthik RamasubramanianFormat: PaperbackEAN: 9781484242148ISBN: 9781484242148Edition: 2nd ed.Publisher: APressGenre: Computing & InternetRelease Date: 12/13/2018Description: Examine 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. As 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.What You'll Learn Understand machine learning algorithms using RMaster the process of building machine-learning models Cover the theoretical foundations of machine-learning algorithmsSee industry focused real-world use casesTackle time series modeling in RApply deep learning using Keras and TensorFlow in R Who This Book is For Data scientists, data science professionals, and researchers in academia who want to understand the nuances of machine-learning approaches/algorithms in practice using R.Language: EnglishCountry/Region of Manufacture: USItem Height: 254mmItem Length: 178mmRelease Year: 2018 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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