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.

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....

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.

The Definitive Guide to Natural Language Processing

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.

Behind the familiar surfaces of the telephone, radio, and television lies a sophisticated and intriguing body of knowledge known as information theory. This is the theory that has permitted the rapid development of all sorts of communication, from color television to the clear transmission of photographs from the vicinity of Jupiter. Even more revolutionary progress is expected in the future.

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.

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 ...

Welcome to the fascinating world of ChatGPT, the artificial intelligence model that has taken the world by storm. ChatGPT is a state-of-the-art language model that can generate human-like responses to any given prompt, making it an incredibly powerful tool for natural language processing. As more and more businesses and organizations integrate artificial intelligence into their operations, ChatGPT has become increasingly important in facilitating communication between humans and machines. This introductory guide is designed to help you understand ChatGPT and how it works. You will learn ...

What would you do with an AI that can write like a human? Ana is a struggling creative who has been unable to get her work published. She meets a hacker who gets her access to GPT-X, the world's largest neural net language model. With over 2.4 quadrillion parameters, the AI is capable of generating text that is indistinguishable from human-written prose. Ana quickly realizes that the AI is not just a tool for writing, but a tool for creativity. With the help of GPT-X, Ana is able to create works of art that are unlike anything that has been seen before. The Girl With All the Text is a story...

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 ...

Presents in a didactic way the various concepts and technologies needed to understand and plan the implementation of this fascinating technology, Generative Artificial Intelligence. Companies and businesses of all sizes need to decide WHEN to start using it. It's no longer a question of WHETHER they're going to do. This is not just another guide on how to use ChatGPT. It goes much further, with topics that include concepts and explain: Generative AI. Deep learning models. LLMs, Prompts, including techniques and tips for building them. Hallucinations How to use your own data in generative AI...

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 ...

Everyone’s talking about AI and using automated writing tools like ChatGPT. But what’s really going on when we ask a machine to write for us? And should we be using these tools at all? AI Can’t Write, But You Can takes a deep dive into the implications of ChatGPT and makes a passionate case for the value of human writing in the age of AI. This concise but hard-hitting book covers: How ChatGPT works and what it can and cannot do The many benefits of writing your own text, and how ChatGPT undermines them Why only you can write from your unique experience and view of the world How ...

All you need to know to get started with chatbots. From a chatbot builder and industry expert. We are in the middle of a chatbot revolution that will be extremely important to human culture. Chatbots are already everywhere. As some of the chapters in this book detail, they are present in e-commerce, banking, health care, education and libraries. This book consists of two sections. First of all, a run through the history of chatbots, some thoughts about the future, and an examination of how chatbots are changing cultural activity in all sorts of spheres. This section addresses Machine ...

Are you ready to dive into the fascinating world of speech-enabled AI? Look no further than "From Text to Speech," the ultimate guide to understanding and utilizing ChatGPT technology. In this comprehensive eBook, you'll embark on a journey through the history and evolution of speech recognition technology, starting with its humble beginnings and culminating in the emergence of ChatGPT. Delve into the inner workings of AI, natural language processing, and machine learning, and discover how ChatGPT has revolutionized the way we communicate with machines. But what exactly is ChatGPT, and how ...

When I first became interested in artificial intelligence (AI) in the early 1990s, I was immediately struck by the incredible potential of this technology to change the world. From healthcare to retail, from customer service to automobiles, from finance to security, AI has the power to revolutionize virtually every industry and aspect of our lives. But as I delved deeper into the field, I also realized that AI is not without its ethical and societal implications. As the technology has advanced, it has raised important questions about privacy, autonomy, bias, and accountability. In this book...

ChatGPT offers incredible possibilities for beginners and seasoned users alike, bridging the gap between basic use and career-enhancing prowess. This easy-to-follow guide unveils the potential lying within, eliminating any intimidation and replacing it with confidence and creativity.

"Chatbots, AI and NLP discussed in an accessible way by an industry expert" This book is a response to the huge appetite for chatbot solutions in the aftermath of the outbreak of the recent pandemic. It ranges from general observations and insights into Artificial Intelligence (AI), Chatbots, Natural Language Processing, etc. to very specific discussion of particular use cases. Chapters include:During Lockdown or Restart you can Still Boost Your Profile We can use this Crisis to Improve on Current Digital Communications 'Project Restart': How to Relaunch Your Business Automation and ...