Applied Neural Networks with TensorFlow 2: API Oriented Deep Learning with Python

© Orhan Gazi Yalçın 2021

O. G. YalçınApplied Neural Networks with TensorFlow 2https://doi.org/10.1007/978-1-4842-6513-0_1

1. Introduction

Orhan Gazi Yalçın¹  

(1)

Istanbul, Turkey

 

In this book, we dive into the realms of deep learning (DL) and cover several deep learning concepts along with several case studies. These case studies range from image recognition to recommender systems, from art generation to object clustering. Deep learning is part of a broader family of machine learning (ML) methods based on artificial neural networks (ANNs) with representation learning. These neural networks mimic the human brain cells, or neurons, for algorithmic learning, and their learning speed is much faster than human learning speed. Several deep learning methods ...