Description: Further DetailsTitle: Deep Learning with PythonCondition: NewEAN: 9781484253632ISBN: 9781484253632Edition: 2nd ed.Publisher: APressFormat: PaperbackRelease Date: 04/10/2021Item Height: 235mmItem Length: 155mmAuthor: Nikhil Ketkar, Jojo MoolayilLanguage: EnglishSubtitle: Learn Best Practices of Deep Learning Models with PyTorchDescription: Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Facebook’s Artificial Intelligence Research Group.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 architectures in deep learning are covered, including feedforward networks, convolution neural networks, recurrent neural networks, long short-term memory networks, autoencoders and generative adversarial networks. Backed by a number of tricks of the trade for training and optimizing deep learning models, this edition of Deep Learning with Python explains the best practices in taking these models to production with PyTorch.What You'll LearnReview machine learning fundamentals such as overfitting, underfitting, and regularization.Understand deep learning fundamentals such as feed-forward networks, convolution neural networks, recurrent neural networks, automatic differentiation, and stochastic gradient descent.Apply in-depth linear algebra with PyTorchExplore PyTorch fundamentals andits building blocksWork with tuning and optimizing models Who This Book Is ForBeginners with a working knowledge of Python who want to understand Deep Learning in a practical, hands-on manner. Country/Region of Manufacture: USGenre: Computing & InternetRelease Year: 2021 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Deep Learning with Python
Title: Deep Learning with Python
EAN: 9781484253632
ISBN: 9781484253632
Edition: 2nd ed.
Release Date: 04/10/2021
Release Year: 2021
Item Height: 235mm
Subtitle: Learn Best Practices of Deep Learning Models with PyTorch
Country/Region of Manufacture: US
Genre: Computing & Internet
Number of Pages: Xvii, 306 Pages
Publication Name: Practical Deep Learning with Pytorch : Optimizing Generative Adversarial Networks with Python
Language: English
Publisher: Apress L. P.
Publication Year: 2021
Subject: Intelligence (Ai) & Semantics, Probability & Statistics / General, General, Programming Languages / Python
Item Weight: 17.6 Oz
Type: Textbook
Author: Jojo Moolayil, Nihkil Ketkar
Item Length: 9.3 in
Subject Area: Mathematics, Computers, Science
Item Width: 6.1 in
Format: Trade Paperback
