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_11

11. Deep Learning Using Keras and TensorFlow

Karthik Ramasubramanian¹  and Abhishek Singh¹

(1)

New Delhi, Delhi, India

 

There was time when data and computing resources were so scarce that every data point generated by a business application or IT infrastructure was not stored, and application design had no data-driven thinking. The times have indeed changed, with the abundance of computing and storage resources, where we have the “data first” thinking and increasing volumes of data are now available from every business application. Large enterprises are now built with a business model involving ...