0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning

Buy Now

Deep Learning with Python - Learn Best Practices of Deep Learning Models with PyTorch (Paperback, 2nd ed.) Loot Price: R801
Discovery Miles 8 010
You Save: R128 (14%)
Deep Learning with Python - Learn Best Practices of Deep Learning Models with PyTorch (Paperback, 2nd ed.): Nikhil Ketkar, Jojo...

Deep Learning with Python - Learn Best Practices of Deep Learning Models with PyTorch (Paperback, 2nd ed.)

Nikhil Ketkar, Jojo Moolayil

 (sign in to rate)
List price R929 Loot Price R801 Discovery Miles 8 010 | Repayment Terms: R75 pm x 12* You Save R128 (14%)

Bookmark and Share

Expected to ship within 10 - 15 working days

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 Learn Review 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 PyTorch Explore PyTorch fundamentals and its building blocks Work with tuning and optimizing models Who This Book Is For Beginners with a working knowledge of Python who want to understand Deep Learning in a practical, hands-on manner.

General

Imprint: Apress
Country of origin: United States
Release date: April 2021
First published: 2021
Authors: Nikhil Ketkar • Jojo Moolayil
Dimensions: 235 x 155 x 25mm (L x W x T)
Format: Paperback
Pages: 306
Edition: 2nd ed.
ISBN-13: 978-1-4842-5363-2
Categories: Books > Computing & IT > Computer programming > Programming languages > General
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Promotions
LSN: 1-4842-5363-9
Barcode: 9781484253632

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Deep Learning Applications: In Computer…
Qi Xuan, Yun Xiang, … Hardcover R2,840 Discovery Miles 28 400
Digital Technologies for Agriculture
Narendra Rathore Singh Hardcover R6,923 Discovery Miles 69 230
Cognitive Robotics and Adaptive…
Maki K. Habib Hardcover R2,784 Discovery Miles 27 840
Machine Learning Techniques for Pattern…
Mohit Dua, Ankit Kumar Jain Hardcover R8,638 Discovery Miles 86 380
Cyber-Physical System Solutions for…
Vanamoorthy Muthumanikandan, Anbalagan Bhuvaneswari, … Hardcover R7,203 Discovery Miles 72 030
Research Anthology on Machine Learning…
Information R Management Association Hardcover R17,460 Discovery Miles 174 600
Basic Python Commands - Learn the Basic…
Manuel Mcfeely Hardcover R847 R730 Discovery Miles 7 300
Get Started Programming with Python…
Manuel Mcfeely Hardcover R821 R710 Discovery Miles 7 100
Machine Learning In Bioinformatics Of…
Lukasz Kurgan Hardcover R3,581 Discovery Miles 35 810
Artificial Intelligence and Machine…
Vagelis Plevris, Afaq Ahmad, … Hardcover R6,730 Discovery Miles 67 300
Machine Learning and Deep Learning in…
Mehul Mahrishi, Kamal Kant Hiran, … Hardcover R7,312 Discovery Miles 73 120
Tree-Based Machine Learning Methods in…
Sharad Saxena Hardcover R2,169 Discovery Miles 21 690

See more

Partners