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Deep Learning From Scratch : Building With Python From First Principles
Weidman
Deep Learning From Scratch : Building With Python From First Principles / Weidman - Mumbai Shroff Publishers 2021 - xiv, 235p. ill; 23 cm.
Includes index
With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You'll start with deep learning basics and move quickly to the details of important advanced architectures, implementing everything from scratch along the way.Author Seth Weidman shows you how neural networks work using a first principles approach. You'll learn how to apply multilayer neural networks, convolutional neural networks, and recurrent neural networks from the ground up.
9789352139026
Python (Computer program language)
Artificial intelligence
Neural networks (Computer science)
006.3 / WEI
Deep Learning From Scratch : Building With Python From First Principles / Weidman - Mumbai Shroff Publishers 2021 - xiv, 235p. ill; 23 cm.
Includes index
With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You'll start with deep learning basics and move quickly to the details of important advanced architectures, implementing everything from scratch along the way.Author Seth Weidman shows you how neural networks work using a first principles approach. You'll learn how to apply multilayer neural networks, convolutional neural networks, and recurrent neural networks from the ground up.
9789352139026
Python (Computer program language)
Artificial intelligence
Neural networks (Computer science)
006.3 / WEI