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_4

4. Complementary Libraries to TensorFlow 2.x

Orhan Gazi Yalçın¹  

(1)

Istanbul, Turkey

 

Now that we covered the basics of machine learning and deep learning, we can slowly move on to the applied side of deep learning. As you know, every machine learning application, including deep learning applications, has a pipeline consisting of several steps. TensorFlow offers us several modules for all these steps. Even though TensorFlow is very powerful for model building, training, evaluation, and making predictions, we still need other complementary libraries for certain tasks, especially for data preparation. Although the potential libraries ...