Dive into deep learning

By:

Zhang, Aston

Contributor(s):

Publication details: New York: Cambridge University Press, 2024Description: xxxi,548p.: col. ill.; pbk.: 25cmISBN:

9781009389433

Subject(s):

DDC classification:

006.31 ZHA

Summary: Deep learning has revolutionized pattern recognition, introducing tools that power a wide range of technologies in such diverse ﬁelds as computer vision, natural language processing, and automatic speech recognition. Applying deep learning requires you to simultaneously understand how to cast a problem, the basic mathematics of modeling, the algorithms for ﬁtting your models to data, and the engineering techniques to implement it all. This book is a comprehensive resource that makes deep learning approachable, while still providing sufficient technical depth to enable engineers, scientists, and students to use deep learning in their own work. No previous background in machine learning or deep learning is required―every concept is explained from scratch and the appendix provides a refresher on the mathematics needed. Runnable code is featured throughout, allowing you to develop your own intuition by putting key ideas into practice. https://www.amazon.in/Dive-into-Learning-Aston-Zhang/dp/1009389432

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Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode
Books	IIT Gandhinagar	006.31 ZHA (Browse shelf(Opens below))	1	Checked out	16/12/2024	034208

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Deep learning has revolutionized pattern recognition, introducing tools that power a wide range of technologies in such diverse ﬁelds as computer vision, natural language processing, and automatic speech recognition. Applying deep learning requires you to simultaneously understand how to cast a problem, the basic mathematics of modeling, the algorithms for ﬁtting your models to data, and the engineering techniques to implement it all. This book is a comprehensive resource that makes deep learning approachable, while still providing sufficient technical depth to enable engineers, scientists, and students to use deep learning in their own work. No previous background in machine learning or deep learning is required―every concept is explained from scratch and the appendix provides a refresher on the mathematics needed. Runnable code is featured throughout, allowing you to develop your own intuition by putting key ideas into practice.

https://www.amazon.in/Dive-into-Learning-Aston-Zhang/dp/1009389432

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