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_16

16. Bringing It All Together

Ashwin Pajankar¹   and Aditya Joshi²

(1)

Nashik, Maharashtra, India

(2)

Haldwani, Uttarakhand, India

 

The past chapters in this book have introduced data analysis methods, feature extraction techniques, and traditional machine learning and deep learning techniques. We have conducted multiple experiments on numeric, textual, and visual data and found how to analyze and tweak the performance.

When you are working as a part of a large team trying to solve a business or a research problem, or building a complex AI-powered software that ...