Neural Network Prediction Outside the Training Range

Abstract

Preparing data for neural network processing is typically the most difficult and time-consuming task you’ll encounter when working with neural networks. In addition to the enormous volume of data that could easily reach millions and even billions of records, the main difficulty is in preparing the data in the correct format for the task in question. In this and the following chapters, I will demonstrate several techniques of data preparations/transformation.