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.

Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library.

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....

The Definitive Guide to Natural Language Processing

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.

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.

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.

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...

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.

"Large Language Models: Fundamentals, Applications, and the Future of AI" offers a comprehensive exploration of large language models (LLMs), covering their core principles, practical applications, and potential future impact. Designed for a wide audience ranging from AI enthusiasts to seasoned researchers and industry professionals, this book provides a structured and in-depth understanding of these powerful AI systems. The book begins by establishing a solid foundation in natural language processing (NLP), transformers, and tokenization, crucial concepts for grasping how LLMs function. It...

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 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.

The book, "Understanding AI: Machine Learning, NLP, and GPT, From Origins to Industry Disruption", takes readers on a comprehensive journey through the history, development, and applications of conversational artificial intelligence (AI). The book begins by discussing the early pioneers of AI, including Alan Turing and John von Neumann, and their contributions to the field. The first few chapters provide a detailed overview of the key AI techniques and architectures, including expert systems, natural language processing, and neural networks, that paved the way for developing Chatbots like ...

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 ...

"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 ...

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 ...

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 ...

Discover the transformative potential of Natural Language Processing (NLP) with the groundbreaking eBook "Unleashing Text Insights". This book serves as an all-encompassing guide to understanding, mastering, and implementing the principles of NLP, in concert with the vast world of text data analytics. Opening with a comprehensive introduction to Natural Language Processing, including its evolution, importance, and terminologies, it sets the stage for a deep dive into the essence of text data. It examines its characteristics, types, and challenges in processing, making for a richly ...

If you want to learn about business intelligence and predictive analytics, then keep reading... Two manuscripts in one book: Business Intelligence: An Essential Beginner’s Guide to BI, Big Data, Artificial Intelligence, Cybersecurity, Machine Learning, Data Science, Data Analytics, Social Media and Internet Marketing Predictive Analytics: The Secret to Predicting Future Events Using Big Data and Data Science Techniques Such as Data Mining, Predictive Modelling, Statistics, Data Analysis, and Machine LearningIn the modern business world, the pace of action continues to quicken. Businesses ...

"The Book on ChatGPT" is the definitive guide to understanding and utilizing one of the most groundbreaking developments in natural language processing. ChatGPT, a large language model trained by OpenAI, has revolutionized the way we think about chatbots and language models. This book provides an in-depth look at the technology behind ChatGPT, including its architecture, training, and generation of responses. Readers will learn about the evolution of chatbots, from early attempts at language modeling to the emergence of ChatGPT, as well as the limitations and challenges facing this ...