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_3

3. Deep Learning and Neural Networks Overview

Orhan Gazi Yalçın¹  

(1)

Istanbul, Turkey

 

Since you are reading this book, it is safe to assume that you know how deep learning has gained popularity in recent years. There is a very good reason for deep learning’s increasing popularity: its uncanny accuracy performance. Especially when there are abundant data and available processing power, deep learning is the choice of machine learning experts. The performance comparison between deep learning and traditional machine learning algorithms is shown in Figure 3-1.

Figure 3-1

Deep Learning vs. Traditional ML Comparison on Accuracy

Deep learning ...