Pro Deep Learning with TensorFlow 2.0 Book Reviews

Pro Deep Learning with TensorFlow 2.0 by Santanu Pattanayak Book Summary

This book builds upon the foundations established in its first edition, with updated chapters and the latest code implementations to bring it up to date with Tensorflow 2.0.

Pro Deep Learning with TensorFlow 2.0 begins with the mathematical and core technical foundations of deep learning. Next, you will learn about convolutional neural networks, including new convolutional methods such as dilated convolution, depth-wise separable convolution, and their implementation. You’ll then gain an understanding of natural language processing in advanced network architectures such as transformers and various attention mechanisms relevant to natural language processing and neural networks in general. As you progress through the book, you’ll explore unsupervised learning frameworks that reflect the current state of deep learning methods, such as autoencoders and variational autoencoders. The final chapter covers the advanced topic of generative adversarial networks and their variants, such as cycle consistency GANs and graph neural network techniques such as Node2Vec, GCN, GraphSAGE, and graph attention networks.

Upon completing this book, you will understand the mathematical foundations and concepts of deep learning, and be able to use the prototypes demonstrated to build new deep learning applications.

You will:
Understand full-stack deep learning using TensorFlow 2.0Gain an understanding of the mathematical foundations of deep learningDeploy complex deep learning solutions in production using TensorFlow 2.0Understand generative adversarial networks, graph attention networks, and GraphSAGE

👋 Do you love Pro Deep Learning with TensorFlow 2.0 books? Please share your friends!

Pro Deep Learning with TensorFlow 2.0 (Santanu Pattanayak) Book Reviews 2024

Santanu Pattanayak - Pro Deep Learning with TensorFlow 2.0 Discussions & Comments

Have you read this book yet? What do you think about Pro Deep Learning with TensorFlow 2.0 by Santanu Pattanayak book? Ask the bookpedia.co community a question about Pro Deep Learning with TensorFlow 2.0!