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Getting started with deep Learning for natural language processing learn ho w to build NLP applications with deep learning
Patel, Sunil
Getting started with deep Learning for natural language processing learn ho w to build NLP applications with deep learning / Sunil Patel - 1st ed. - New Delhi : Bpb Publications c2021 - xxi, 382 p. : ill. 23 cm
Reprint, 2023
Includes index
Learn how to redesign NLP applications from scratch. Key Features Get familiar with the basics of any Machine Learning or Deep Learning application. Understand how does preprocessing work in NLP pipeline. Use simple PyTorch snippets to create basic building blocks of the network commonly used in NLP. Get familiar with the advanced embedding technique, Generative network, and Audio signal processing techniques. DescriptionNatural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied. This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN).
9789389898118
deep learning; computer programming language
006.31 / PAT
Getting started with deep Learning for natural language processing learn ho w to build NLP applications with deep learning / Sunil Patel - 1st ed. - New Delhi : Bpb Publications c2021 - xxi, 382 p. : ill. 23 cm
Reprint, 2023
Includes index
Learn how to redesign NLP applications from scratch. Key Features Get familiar with the basics of any Machine Learning or Deep Learning application. Understand how does preprocessing work in NLP pipeline. Use simple PyTorch snippets to create basic building blocks of the network commonly used in NLP. Get familiar with the advanced embedding technique, Generative network, and Audio signal processing techniques. DescriptionNatural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied. This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN).
9789389898118
deep learning; computer programming language
006.31 / PAT