DEEP LEARNING ILLUSTRATED: A VISUAL, INTERACTIVE GUIDE TO ARTIFICIAL INTELLIGENCE

Publisher:
PEARSON INDIA
| Author:
John Krohn
| Language:
English
| Format:
Paperback
Publisher:
PEARSON INDIA
Author:
John Krohn
Language:
English
Format:
Paperback

635

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Ships within:
1-4 Days

In stock

Book Type

Availiblity

ISBN:
SKU 9789353945466 Category
Page Extent:
368

Deep learning is one of today’s hottest fields. This approach to machine learning is achieving breakthrough results in some of today’s highest profile applications, in organizations ranging from Google to Tesla, Facebook to Apple. Thousands of technical professionals and students want to start leveraging its power, but previous books on deep learning have often been non-intuitive, inaccessible, and dry. In Deep Learning Illustrated, three world-class instructors and practitioners present a uniquely visual, intuitive, and accessible high-level introduction to the techniques and applications of deep learning. Packed with vibrant, full-color illustrations, it abstracts away much of the complexity of building deep learning models, making the field more fun to learn and accessible to a far wider audience.
•Ideal for software developers, data scientists, and analysts at all levels of experience
•Teaches through simple visuals, accessible Python code examples, character-driven narratives, and intuitive analogies
•Covers today’s leading applications, including machine vision, natural language processing, image generation, and videogames
•Introduces four powerful Deep Learning libraries: TensorFlow, Keras, PyTorch, and Coach •Carefully designed to minimize mathematical formulae and avoid unnecessary complexity

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Description

Deep learning is one of today’s hottest fields. This approach to machine learning is achieving breakthrough results in some of today’s highest profile applications, in organizations ranging from Google to Tesla, Facebook to Apple. Thousands of technical professionals and students want to start leveraging its power, but previous books on deep learning have often been non-intuitive, inaccessible, and dry. In Deep Learning Illustrated, three world-class instructors and practitioners present a uniquely visual, intuitive, and accessible high-level introduction to the techniques and applications of deep learning. Packed with vibrant, full-color illustrations, it abstracts away much of the complexity of building deep learning models, making the field more fun to learn and accessible to a far wider audience.
•Ideal for software developers, data scientists, and analysts at all levels of experience
•Teaches through simple visuals, accessible Python code examples, character-driven narratives, and intuitive analogies
•Covers today’s leading applications, including machine vision, natural language processing, image generation, and videogames
•Introduces four powerful Deep Learning libraries: TensorFlow, Keras, PyTorch, and Coach •Carefully designed to minimize mathematical formulae and avoid unnecessary complexity

About Author

Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated, an instant #1 bestseller that was translated into six languages. Jon is renowned for his compelling lectures, which he offers in-person at Columbia University, New York University, and leading industry conferences, as well as online via O'Reilly, his YouTube channel, and the SuperDataScience podcast. Jon holds a PhD from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times.

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