Hands-on Machine Learning with Python: Implement Neural Network Solutions with Scikit-learn and PyTorch

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

A. Pajankar, A. JoshiHands-on Machine Learning with Pythonhttps://doi.org/10.1007/978-1-4842-7921-2_12

12. Neural Network and PyTorch Basics

Ashwin Pajankar¹   and Aditya Joshi²

(1)

Nashik, Maharashtra, India

(2)

Haldwani, Uttarakhand, India

 

In the past chapters, we have formed a foundation for machine learning approaches. These “traditional” machine learning methods have been used in academic research and industry applications for decades. However, the subject of focus in the new innovations in the past few years has been neural networks – the capability, the performance, and the versatility of various deep neural network architectures.

This and the next few ...