Adaptive Machine Learning Algorithms with Python: Solve Data Analytics and Machine Learning Problems on Edge Devices

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

C. ChatterjeeAdaptive Machine Learning Algorithms with Pythonhttps://doi.org/10.1007/978-1-4842-8017-1_1

1. Introduction

Chanchal Chatterjee¹  

(1)

San Jose, CA, USA

 

In this chapter, I present the adaptive computation of important features for data representation and classification. I demonstrate the importance of these features in machine learning, data visualization, and data analytics. I also show the importance of these algorithms in multiple disciplines and present how these algorithms are obtained there. Finally, I present a common methodology to derive these algorithms. This methodology is of high practical value since practitioners can use this methodology ...