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Practical Deep Learning with Pytorch: Optimizing Generative Adversarial Networks with Python PDF

BY ~ Nihkil Ketkar

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Book Details :

Title: Practical Deep Learning with Pytorch: Optimizing Generative Adversarial Networks with Python

Author : Nihkil Ketkar

Pages : pages

Publisher :

Language :

ISBN-10 : 1484253639

ISBN-13 : 9781484253632

Practical Deep Learning with Pytorch: Optimizing Generative Adversarial Networks with Python BY Nihkil Ketkar

Read Online and Download Practical Deep Learning with Pytorch: Optimizing Generative Adversarial Networks with Python. Understand the key concepts of deep learning with PyTorch, a platform developed by Facebook's Artificial Intelligence Research Group with a hands-on approach to understanding both theory and practice. This book will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with respect to PyTorch.You'll start with a perspective on how and why deep learning with PyTorch has emerged as an path-breaking framework with a set of tools and techniques to solve real-world problems. Next, the book will ground you with the mathematical fundamentals of linear algebra, vector calculus, probability and optimization. Having established this foundation, you'll move on to key components and functionality of PyTorch including layers, loss functions and optimization algorithms. You'll also gain an understanding of Graphical Processing Unit (GPU) based computation, which is essential for training deep learning models. All the key .

Practical Deep Learning with Pytorch: Optimizing Generative Adversarial Networks with Python by Nihkil Ketkar

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