John Atkinson-Abutridy's Books

Large Language Models

Concepts, Techniques and Applications

By: John Atkinson-Abutridy

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Large Language Models

Concepts, Techniques and Applications

By: John Atkinson-Abutridy

This book serves as an introduction to the science and applications of Large Language Models (LLMs). You'll discover the common thread that drives some of the most revolutionary recent applications of artificial intelligence (AI): from conversational systems like ChatGPT or BARD, to machine translation, summary generation, question answering, and much more. At the heart of these innovative applications is a powerful and rapidly evolving discipline, natural language processing (NLP). For more than 60 years, research in this science has been focused on enabling machines to efficiently understand and generate human language. The secrets behind these technological advances lie in LLMs, whose power lies in their ability to capture complex patterns and learn contextual representations of language. How do these LLMs work? What are the available models and how are they evaluated? This book will help you answer these and many other questions. With a technical but accessible introduction: •You will explore the fascinating world of LLMs, from its foundations to its most powerful applications •You will learn how to build your own simple applications with some of the LLMs Designed to guide you step by step, with six chapters combining theory and practice, along with exercises in Python on the Colab platform, you will master the secrets of LLMs and their application in NLP. From deep neural networks and attention mechanisms, to the most relevant LLMs such as BERT, GPT-4, LLaMA, Palm-2 and Falcon, this book guides you through the most important achievements in NLP. Not only will you learn the benchmarks used to evaluate the capabilities of these models, but you will also gain the skill to create your own NLP applications. It will be of great value to professionals, researchers and students within AI, data science and beyond.

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Page Count

185

Publisher

CRC Press

Published Date

ISBN 10

1040134270

ISBN 13

9781040134276

Text Analytics

An Introduction to the Science and Applications of Unstructured Information Analysis

By: John Atkinson-Abutridy

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Text Analytics

An Introduction to the Science and Applications of Unstructured Information Analysis

By: John Atkinson-Abutridy

Text Analytics: An Introduction to the Science and Applications of Unstructured Information Analysis is a concise and accessible introduction to the science and applications of text analytics (or text mining), which enables automatic knowledge discovery from unstructured information sources, for both industrial and academic purposes. The book introduces the main concepts, models, and computational techniques that enable the reader to solve real decision-making problems arising from textual and/or documentary sources. Features: Easy-to-follow step-by-step concepts and methods Every chapter is introduced in a very gentle and intuitive way so students can understand the WHYs, WHAT-IFs, WHAT-IS-THIS-FORs, HOWs, etc. by themselves Practical programming exercises in Python for each chapter Includes theory and practice for every chapter, summaries, practical coding exercises for target problems, QA, and sample code and data available for download at https://www.routledge.com/Atkinson-Abutridy/p/book/9781032249797

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201

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CRC Press

Published Date

ISBN 10

1000581071

ISBN 13

9781000581072

Large Language Models

Concepts, Techniques and Applications

By: John Atkinson-Abutridy

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Large Language Models

Concepts, Techniques and Applications

By: John Atkinson-Abutridy

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N/A

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Solve jigsaw puzzle

Age

Page Count

185

Publisher

CRC Press

Published Date

ISBN 10

1040134270

ISBN 13

9781040134276

Text Analytics

An Introduction to the Science and Applications of Unstructured Information Analysis

By: John Atkinson-Abutridy

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Text Analytics

An Introduction to the Science and Applications of Unstructured Information Analysis

By: John Atkinson-Abutridy

Easy-to-follow step-by-step concepts and methods. Every chapter is introduced in a very gentle and intuitive way so students can understand the WHYs, WHAT-IFs, WHAT-IS-THIS-FORs, HOWs, etc by themselves. Practical programming exercises in Python for each chapter. Includes theory and practice for every chapter, summaries, practical coding exercises for target problems, QA, and a companion website with the sample code and data.

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Page Count

259

Publisher

CRC Press

Published Date

ISBN 10

1000581047

ISBN 13

9781000581041

Book's by John Atkinson-Abutridy

Large Language Models

Large Language Models

Text Analytics

Text Analytics

Large Language Models

Large Language Models

Text Analytics

Text Analytics

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