Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch

Jojo Moolayil, Nikhil Ketkar

(0) Rašyti atsiliepimą

-20% su kodu: BOOKS

Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch

Jojo Moolayil, Nikhil Ketkar

(0) Rašyti atsiliepimą

Knygos „Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch“ aprašymas

Knygos aprašymas

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 andits 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.

Informacija

Autorius:	Jojo Moolayil, Nikhil Ketkar,
Leidėjas:	Apress
Išleidimo metai:	2021
Knygos puslapių skaičius:	324
ISBN-10:	1484253639
ISBN-13:	9781484253632
Formatas:	235 x 155 x 18 mm. Knyga minkštu viršeliu
Kalba:	Anglų

Pirkėjų atsiliepimai

Parašykite atsiliepimą apie „Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch“

Pristatymo būdas	Knygos pristatymo trukmė *
Smartpost paštomatas	Per 18-26 val.
Venipak paštomatas	Per 18-26 val
LP Express terminalas	Per 18-26 val.
DPD paštomatas	Vilniuje: per 4-26 val., kitur Lietuvoje: per 18-26 val.
Omniva paštomatas	Per 18-26 val.
Lietuvos pašto skyrius	Per 18-26 val.
Nurodytu adresu	Per 18-26 val.

Pristatymo būdas	Knygos pristatymo trukmė*
Smartpost paštomatas	Per 24-48 val.
Venipak paštomatas	Per 24-48 val.
LP Express terminalas	Per 24-48 val.
DPD paštomatas	Vilniuje: per 24-32 val., kitur Lietuvoje: per 24-48 val.
Omniva paštomatas	Per 24-48 val.
Lietuvos pašto skyrius	Per 24-72 val.
Nurodytu adresu	Per 24-48 val.

Pristatymo būdas	Knygos pristatymo trukmė
Smartpost paštomatas	3-6 darbo dienos
Venipak paštomatas	3-6 darbo dienos
LP Express terminalas	3-6 darbo dienos
DPD paštomatas	3-6 darbo dienos
Omniva paštomatas	3-6 darbo dienos
Lietuvos pašto skyrius	5-8 darbo dienos
Nurodytu adresu	3-6 darbo dienos

Pristatymo būdas ir kaina LIETUVOJE
Atsiėmimas biure Vilniuje Galimas tik nuo 15 € NEMOKAMAS
Venipak paštomatas Prekių suma iki 20 € - kaina 1,89 € virš 20€ pristatymas NEMOKAMAS
Smartpost paštomatas Prekių suma iki 20 € - kaina 1,99 € virš 20 € pristatymas NEMOKAMAS
Omniva paštomatas Prekių suma iki 25 € - kaina 2,49 € virš 25 € pristatymas NEMOKAMAS
LP Express terminalas Prekių suma iki 25 € - kaina 2,49 € virš 25 € pristatymas NEMOKAMAS
DPD paštomatas Prekių suma iki 25 € - kaina 2,99 € virš 25 € pristatymas NEMOKAMAS
Lietuvos pašto skyrius Prekių suma iki 25 € - kaina 2,49 € virš 25 € pristatymas NEMOKAMAS
Nurodytu adresu Prekių suma iki 25 € - kaina 3,49 € virš 25 € pristatymas NEMOKAMAS