July 2018
Intermediate to advanced
234 pages
6h 5m
English
Chapter 3: Regressions
A Brief History of Regressions
The Universal Approximation Theorem
Universal Approximation Framework
Approximation of a Continuous Function
In Chapter 2, we started to get acquainted with the deep learning (DL) capabilities of SAS Viya by using the CAS server from SAS Studio. We were quite successful at classifying data sets using deep learning techniques, so it is time to see whether we can build on that success and learn how to solve numerical problems by performing regressions using a deep neural network (DNN).
In this section, we give a very brief introduction to regressions and their history. If you’re ...