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Introduction to Transformers for NLP: With the Hugging Face Library and Models t

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Located in: Fairfield, Ohio, United States

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eBay item number:395159199619

Last updated on Apr 05, 2024 09:39:24 SGTView all revisionsView all revisions

Item specifics

Condition: Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab

ISBN-13: 9781484288436

Book Title: Introduction to Transformers for NLP

ISBN: 9781484288436

Subject Area: Computers, Mathematics

Publication Name: Introduction to Transformers for Nlp : with Hugging Face Library and Models to Solve Problems

Item Length: 9.3 in

Publisher: Apress L. P.

Subject: Probability & Statistics / General, Intelligence (Ai) & Semantics, General, Programming Languages / Python

Publication Year: 2022

Type: Textbook

Format: Trade Paperback

Language: English

Author: Shashank Mohan Jain

Item Width: 6.1 in

Item Weight: 10.1 Oz

Number of Pages: Xi, 165 Pages

About this product

Product Information

Get a hands-on introduction to Transformer architecture using the Hugging Face library. This book explains how Transformers are changing the AI domain, particularly in the area of natural language processing. This book covers Transformer architecture and its relevance in natural language processing (NLP). It starts with an introduction to NLP and a progression of language models from n-grams to a Transformer-based architecture. Next, it offers some basic Transformers examples using the Google colab engine. Then, it introduces the Hugging Face ecosystem and the different libraries and models provided by it. Moving forward, it explains language models such as Google BERT with some examples before providing a deep dive into Hugging Face API using different language models to address tasks such as sentence classification, sentiment analysis, summarization, and text generation. After completing Introduction to Transformers for NLP , you will understand Transformer concepts and be able to solve problems using the Hugging Face library. What You Will Learn Understand language models and their importance in NLP and NLU (Natural Language Understanding) Master Transformer architecture through practical examples Use the Hugging Face library in Transformer-based language models Create a simple code generator in Python based on Transformer architecture Who This Book Is For Data Scientists and software developers interested in developing their skills in NLP and NLU (Natural Language Understanding)

Product Identifiers

Publisher

Apress L. P.

ISBN-10

1484288432

ISBN-13

9781484288436

eBay Product ID (ePID)

26057282201

Product Key Features

Author

Shashank Mohan Jain

Publication Name

Introduction to Transformers for Nlp : with Hugging Face Library and Models to Solve Problems

Format

Trade Paperback

Language

English

Subject

Probability & Statistics / General, Intelligence (Ai) & Semantics, General, Programming Languages / Python

Publication Year

2022

Type

Textbook

Subject Area

Computers, Mathematics

Number of Pages

Xi, 165 Pages

Dimensions

Item Length

9.3 in

Item Width

6.1 in

Item Weight

10.1 Oz

Additional Product Features

Number of Volumes

1 Vol.

Lc Classification Number

Q334-342

Table of Content

Chapter 1: Introduction to Language Models.- Chapter 2: Introduction to Transformers.- Chapter 3: BERT.- Chapter 4: Hugging Face.- Chapter 5: Tasks Using the Huggingface Library.- Chapter 6: Fine-Tuning Pre-Trained Models.- Appendix A: Vision Transformers.

2022

Dewey Decimal

006.35

Dewey Edition

Illustrated

Yes

Item description from the seller

Seller assumes all responsibility for this listing.

eBay item number:395159199619

Last updated on Apr 05, 2024 09:39:24 SGTView all revisionsView all revisions

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Free postage	Free	United States	Economy Shipping	Estimated between Fri, 28 Jun and Wed, 10 Jul to 43230

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