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Introduction to Transformers for NLP : With the Hugging Face Library and Mode...
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Located in: Jessup, Maryland, United States
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eBay item number:354958306007
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
- Book Title
- Introduction to Transformers for NLP : With the Hugging Face Libr
- ISBN
- 9781484288436
- Publication Year
- 2022
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Publication Name
- Introduction to Transformers for Nlp : with Hugging Face Library and Models to Solve Problems
- Item Length
- 9.3in
- Publisher
- Apress L. P.
- Item Width
- 6.1in
- 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
Publication Name
Introduction to Transformers for Nlp : with Hugging Face Library and Models to Solve Problems
Format
Trade Paperback
Language
English
Publication Year
2022
Type
Textbook
Number of Pages
Xi, 165 Pages
Dimensions
Item Length
9.3in
Item Width
6.1in
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.
Copyright Date
2022
Topic
Probability & Statistics / General, Intelligence (Ai) & Semantics, General, Programming Languages / Python
Dewey Decimal
006.35
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Mathematics
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:354958306007
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Item location:
Jessup, Maryland, United States
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