Deep learning with Python / François Chollet

By:

Chollet, François

9781617294433
1617294438

Subject(s):

DDC classification:

005.133 23

LOC classification:

QA76.73.P98 C465 2018

Contents:

Part 1: Fundamentals of deep learning. What is deep learning? -- Before we begin: the mathematical building blocks of neural networks -- Getting started with neural networks -- Fundamentals of machine learning -- Part 2: Deep learning in practice. Deep learning for computer vision -- Deep learning for text and sequences -- Advanced deep-learning best practices -- Generative deep learning.

Summary: Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.

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Holdings
Item type	Current library	Home library	Call number	Copy number	Status	Date due	Barcode	Item holds
Book	Ayesha Abed Library General Stacks	Ayesha Abed Library General Stacks	005.133 CHO (Browse shelf(Opens below))	1	Checked out	07/07/2024	3010033765
Book	Ayesha Abed Library General Stacks	Ayesha Abed Library General Stacks	005.133 CHO (Browse shelf(Opens below))	2	Checked out	23/09/2024	3010033766

Total holds: 0

Includes bibliographical references and index.

Part 1: Fundamentals of deep learning. What is deep learning? --
Before we begin: the mathematical building blocks of neural networks --
Getting started with neural networks --
Fundamentals of machine learning --
Part 2: Deep learning in practice. Deep learning for computer vision --
Deep learning for text and sequences --
Advanced deep-learning best practices --
Generative deep learning.

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.

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