ENGLISH

Getting started with Deep Learning for Natural Language Processing

By Sunil Patel

Book information

Publisher
BPB Publications
Year
2021
ISBN
9789389898118
Language
english
Format
EPUB
Filesize
5 MB (5594458 bytes)
Pages
404\0
Orientation
landscape
Paginated
yes
Scanned
no
Time added
2025-02-06 00:29:36

Description

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. Description Natural 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). This book not only covers the classical concept of text processing but also shares the recent advancements. This book will empower users in...

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