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Python GPT Cookbook: 75+ practical recipes for building NLP solutions for the real world (English Edition) - Softcover
Synopsis
Description
GPT has redefined the landscape of AI, enabling the creation of powerful language models capable of diverse applications. The objective of the Python GPT Cookbook is to equip readers with practical recipes and foundational knowledge to build business solutions using GPT and Python.
The book is divided into four parts. The first covers the basics, the second teaches the fundamentals of NLP, the third delves into applying GPT in various fields, and the fourth provides a conclusion. Each chapter includes recipes and practical insights to help readers deepen their understanding and apply the concepts presented. This cookbook approach delivers 78 practical recipes, including creating OpenAI accounts, utilizing playgrounds and API keys. You will learn text preprocessing, embeddings, fine-tuning, and GPT integration with Hugging Face. Learn to implement GPT using PyTorch and TensorFlow, convert models, and build authenticated actions. Applications include chatbots, email summarization, DBA copilots, and use cases in marketing, sales, IP, and manufacturing.
By the end of the book, readers will have a robust understanding of GPT models and how to use them for real-world NLP tasks, along with the skills to continue exploring this powerful technology independently.
What you will learn
● Learn Python, OpenAI, TensorFlow, Hugging Face, and vector databases.
● Master Python for NLP applications and data manipulation.
● Understand and implement GPT models for various tasks.
● Integrate GPT with various architectural components, such as databases, third-party APIs, servers, and data pipelines
● Utilise NLTK, PyTorch, and TensorFlow for advanced NLP projects.
● Use Jupyter for interactive coding and data analysis.
Who this book is for
The Python GPT Cookbook is for IT professionals and business innovators who already have basic Python skills. Data scientists, ML engineers, NLP engineers, and ML researchers will also find it useful.
Table of Contents
1. Introduction to GPT
2. Crafting Your GPT Workspace
3. Pre-processing
4. Embeddings
5. Classifying Intent
6. Hugging Face and GPT
7. Vector Databases
8. GPT, PyTorch, and TensorFlow
9. Custom GPT Actions
10. Integrating GPT with the Enterprise
11. Marketing and Sales with GPT
12. Intellectual Property Management with GPT
13. GPT in Manufacturing
14. Scaling up
15. Emerging Trends and Future Directions
"synopsis" may belong to another edition of this title.
- PublisherBPB Publications
- Publication date2025
- ISBN 10 9365892066
- ISBN 13 9789365892062
- BindingPaperback
- LanguageEnglish
- Number of pages512
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Python GPT Cookbook (Paperback)
Seller: Grand Eagle Retail, Fairfield, OH, U.S.A.
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Paperback. Condition: new. Paperback. DESCRIPTION GPT has redefined the landscape of AI, enabling the creation of powerful language models capable of diverse applications. The objective of the Python GPT Cookbook is to equip readers with practical recipes and foundational knowledge to build business solutions using GPT and Python.The book is divided into four parts. The first covers the basics, the second teaches the fundamentals of NLP, the third delves into applying GPT in various fields, and the fourth provides a conclusion. Each chapter includes recipes and practical insights to help readers deepen their understanding and apply the concepts presented. This cookbook approach delivers 78 practical recipes, including creating OpenAI accounts, utilizing playgrounds and API keys. You will learn text preprocessing, embeddings, fine-tuning, and GPT integration with Hugging Face. Learn to implement GPT using PyTorch and TensorFlow, convert models, and build authenticated actions. Applications include chatbots, email summarization, DBA copilots, and use cases in marketing, sales, IP, and manufacturing.By the end of the book, readers will have a robust understanding of GPT models and how to use them for real-world NLP tasks, along with the skills to continue exploring this powerful technology independently.WHAT YOU WILL LEARN Learn Python, OpenAI, TensorFlow, Hugging Face, and vector databases. Master Python for NLP applications and data manipulation. Understand and implement GPT models for various tasks. Integrate GPT with various architectural components, such as databases, third-party APIs, servers, and data pipelines Utilise NLTK, PyTorch, and TensorFlow for advanced NLP projects. Use Jupyter for interactive coding and data analysis.WHO THIS BOOK IS FORThe Python GPT Cookbook is for IT professionals and business innovators who already have basic Python skills. Data scientists, ML engineers, NLP engineers, and ML researchers will also find it useful. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9789365892062
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Python GPT Cookbook: 75+ practical recipes for building NLP solutions for the real world (English Edition)
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Python GPT Cookbook (Paperback)
Seller: CitiRetail, Stevenage, United Kingdom
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Paperback. Condition: new. Paperback. DESCRIPTION GPT has redefined the landscape of AI, enabling the creation of powerful language models capable of diverse applications. The objective of the Python GPT Cookbook is to equip readers with practical recipes and foundational knowledge to build business solutions using GPT and Python.The book is divided into four parts. The first covers the basics, the second teaches the fundamentals of NLP, the third delves into applying GPT in various fields, and the fourth provides a conclusion. Each chapter includes recipes and practical insights to help readers deepen their understanding and apply the concepts presented. This cookbook approach delivers 78 practical recipes, including creating OpenAI accounts, utilizing playgrounds and API keys. You will learn text preprocessing, embeddings, fine-tuning, and GPT integration with Hugging Face. Learn to implement GPT using PyTorch and TensorFlow, convert models, and build authenticated actions. Applications include chatbots, email summarization, DBA copilots, and use cases in marketing, sales, IP, and manufacturing.By the end of the book, readers will have a robust understanding of GPT models and how to use them for real-world NLP tasks, along with the skills to continue exploring this powerful technology independently.WHAT YOU WILL LEARN Learn Python, OpenAI, TensorFlow, Hugging Face, and vector databases. Master Python for NLP applications and data manipulation. Understand and implement GPT models for various tasks. Integrate GPT with various architectural components, such as databases, third-party APIs, servers, and data pipelines Utilise NLTK, PyTorch, and TensorFlow for advanced NLP projects. Use Jupyter for interactive coding and data analysis.WHO THIS BOOK IS FORThe Python GPT Cookbook is for IT professionals and business innovators who already have basic Python skills. Data scientists, ML engineers, NLP engineers, and ML researchers will also find it useful. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9789365892062
Quantity: 1 available
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Python GPT Cookbook (Paperback)
Seller: AussieBookSeller, Truganina, VIC, Australia
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. DESCRIPTION GPT has redefined the landscape of AI, enabling the creation of powerful language models capable of diverse applications. The objective of the Python GPT Cookbook is to equip readers with practical recipes and foundational knowledge to build business solutions using GPT and Python.The book is divided into four parts. The first covers the basics, the second teaches the fundamentals of NLP, the third delves into applying GPT in various fields, and the fourth provides a conclusion. Each chapter includes recipes and practical insights to help readers deepen their understanding and apply the concepts presented. This cookbook approach delivers 78 practical recipes, including creating OpenAI accounts, utilizing playgrounds and API keys. You will learn text preprocessing, embeddings, fine-tuning, and GPT integration with Hugging Face. Learn to implement GPT using PyTorch and TensorFlow, convert models, and build authenticated actions. Applications include chatbots, email summarization, DBA copilots, and use cases in marketing, sales, IP, and manufacturing.By the end of the book, readers will have a robust understanding of GPT models and how to use them for real-world NLP tasks, along with the skills to continue exploring this powerful technology independently.WHAT YOU WILL LEARN Learn Python, OpenAI, TensorFlow, Hugging Face, and vector databases. Master Python for NLP applications and data manipulation. Understand and implement GPT models for various tasks. Integrate GPT with various architectural components, such as databases, third-party APIs, servers, and data pipelines Utilise NLTK, PyTorch, and TensorFlow for advanced NLP projects. Use Jupyter for interactive coding and data analysis.WHO THIS BOOK IS FORThe Python GPT Cookbook is for IT professionals and business innovators who already have basic Python skills. Data scientists, ML engineers, NLP engineers, and ML researchers will also find it useful. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9789365892062
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Python GPT Cookbook : 75+ practical recipes for building NLP solutions for the real world (English Edition)
Print on DemandSeller: AHA-BUCH GmbH, Einbeck, Germany
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering. Seller Inventory # 9789365892062
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