Natural Language Processing

Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.

For all of neuroscience's advances, we've made little progress on its biggest question: How do simple cells in the brain create intelligence? Jeff Hawkins and his team discovered that the brain uses map-like structures to build a model of the world - not just one model, but hundreds of thousands of models of everything we know. This discovery allows Hawkins to answer important questions about how we perceive the world, why we have a sense of self, and the origin of high-level thought.

The guru to the gurus at last shares his knowledge with the rest of us. Nobel laureate Daniel Kahneman's seminal studies in behavioral psychology, behavioral economics, and happiness studies have influenced numerous other authors, including Steven Pinker and Malcolm Gladwell. In Thinking, Fast and Slow, Kahneman at last offers his own, first book for the general public. It is a lucid and enlightening summary of his life's work. It will change the way you think about thinking. Two systems drive the way we think and make choices, Kahneman explains....

Are you looking to master the cutting-edge technology of Natural Language Processing? This comprehensive guide will equip you with the skills you need to build NLP models using state-of-the-art transformer architectures like BERT and GPT-3. Even if you're just starting out, this book will provide you with the knowledge and tools you need to stay ahead of the curve in this rapidly evolving field.

The Definitive Guide to Natural Language Processing

For decades, biology has been dominated by the study of genetic information. Information is important, but it is only part of what makes us alive. Our inheritance also includes our living metabolic network, a flame passed from generation to generation, right back to the origin of life. In Transformer, biochemist Nick Lane reveals a scientific renaissance that is hiding in plain sight-how the same simple chemistry gives rise to life and causes our demise.

This literary tome offers a comprehensive perspective on the paradigms, theories, and methodologies of artificial intelligence. The discourse delves into the intricate mathematical underpinnings, the sweeping panorama of technological advancements, the profound ramifications for society, and the tantalizing prospects for the future of AI.

Prompt Engineering Basics is a concise and comprehensive guide that introduces readers to the fundamental principles and techniques of Prompt Engineering. This book provides a solid foundation for understanding the role of prompts in guiding AI models, with a specific focus on OpenAI as a test case. From beginner-level concepts to advanced strategies, Prompt Engineering Basics covers a wide range of topics including prompt design, crafting effective prompts, utilizing OpenAI models, incorporating longchain prompts, and addressing ethical considerations. The book explores the challenges and ...

This book serves as a comprehensive guide for individuals preparing for interviews in the field of prompt systems. It covers various roles within the prompt system domain, providing insights and practical information for each. Readers will explore the responsibilities of a prompt system architect, who designs and oversees the architecture, ensuring scalability and reliability. The book also delves into prompt system development, discussing coding, software optimization, module integration, and the implementation of prompt algorithms. Additionally, readers will gain an understanding of the ...

Welcome to the digital universe of "Conversations with Machines," your passport into the dynamic world of Natural Language Processing (NLP)! This immersive eBook will take you on a journey through the compelling landscape of machines understanding and interpreting human language. Our first chapter plunges you into the depth of NLP - unveiling the fascinating connection between human language and machines. As we march forward, you'll explore the fundamental aspects of language processing, revealing the intricacies of Tokenization, Morphological Analysis, and Syntax, illuminating how order ...