Getting started with deep learning for natural language processing: (Record no. 23742)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02241nam a22002057a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789389898118 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.35 |
| Item number | PAT |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Author name | Patel Sunil. |
| 245 ## - TITLE STATEMENT | |
| Title | Getting started with deep learning for natural language processing: |
| Sub Title | learn how to build NLP applications with deep learning / |
| Statement of responsibility, etc | Sunil Patel. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New Delhi: |
| Name of publisher | PB Publications, |
| Year of publication | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxi, 382 pages : |
| Other physical details | Illustrations ; |
| Dimensions | 24 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes Index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Understanding the basics of learning Process<br/>Text Processing Techniques<br/>Representing Language Mathematically<br/>Using RNN for NLP<br/>Applying CNN In NLP Tasks<br/>Accelerating NLP with Advanced Embeddings<br/>Applying Deep Learning to NLP tasks<br/>Application of Complex Architectures in NLP<br/>Understanding Generative Networks<br/>Techniques of Speech Processing<br/>The Road Ahead |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Natural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied.<br/>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 designing networks with the least computational and time complexity. This book not only covers basics of Natural Language Processing but also helps in deciphering the logic behind advanced concepts/architecture such as Batch Normalization, Position Embedding, DenseNet, Attention Mechanism, Highway Networks, Transformer models and Siamese Networks. This book also covers recent advancements such as ELMo-BiLM, SkipThought, and Bert. This book also covers practical implementation with step by step explanation of deep learning techniques in Topic Modelling, Text Generation, Named Entity Recognition, Text Summarization, and Language Translation. In addition to this, very advanced and open to research topics such as Generative Adversarial Network and Speech Processing are also covered. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Natural Language Processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Artificial Intelligence |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Bill Date | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 03/20/2025 | Feel Books Pvt. Ltd. | 899.00 | 11-03-2025 | 006.35 PAT | 49491 | 03/20/2025 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 03/20/2025 | Feel Books Pvt. Ltd. | 899.00 | 11-03-2025 | 006.35 PAT | 49492 | 03/20/2025 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 03/20/2025 | Feel Books Pvt. Ltd. | 899.00 | 11-03-2025 | 006.35 PAT | 49493 | 03/20/2025 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 03/20/2025 | Feel Books Pvt. Ltd. | 899.00 | 11-03-2025 | 006.35 PAT | 49494 | 03/20/2025 | Books | ||||
| Dewey Decimal Classification | Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 03/20/2025 | Feel Books Pvt. Ltd. | 899.00 | 11-03-2025 | 006.35 PAT | 49495 | 03/20/2025 | Books |
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