Natural 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.

Ever since the human mind developed the capacity for thought, people have pondered not just the meaning of life, but the genesis of the world, the universe, and all the natural marvels and precious forms of life within it. To this day, all of these intricate subjects continue to be matters of great contention, and they are often best encapsulated in the debate between creationism and evolution. On the one hand are those who are adamant that it was God, or some other supreme being, that designed and crafted every detail of the universe.

The Definitive Guide to Natural Language Processing

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"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...

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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...

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.

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.

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ChatGPT, machine learning, automation, natural language processing. Every day, it seems like there is a new AI term to learn and a new promise of how it will improve your work. But with tons of conflicting information, small business owners are left wondering exactly how to leverage AI technology to grow and, more importantly, stay competitive with larger companies. Cutting through the buzzwords and media frenzy, AI for Small Business is the road map to take you from overwhelmed to empowered.

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 ...