Machine Learning Using R: With Time Series and Industry-Based Use Cases in R

© Karthik Ramasubramanian and Abhishek Singh 2019

Karthik Ramasubramanian and Abhishek SinghMachine Learning Using Rhttps://doi.org/10.1007/978-1-4842-4215-5_10

10. Scalable Machine Learning and Related Technologies

Karthik Ramasubramanian¹  and Abhishek Singh¹

(1)

New Delhi, Delhi, India

 

A few years back, you would have not heard the word “scalable” in machine learning parlance. The reason was mainly attributed to the lack of infrastructure, data, and real-world application. Machine learning was being much talked about in the research community of academia or in well-funded industry research labs. A prototype of any real-world application using machine learning was considered a big feat and a demonstration of breakthrough research. However, time ...