Natural Language Processing

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. 

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. 

Dieses Hörbuch ist so aufgebaut, dass Ihnen die Inhalte im Rahmen der geschichtlichen Entwicklung der KI vermittelt werden. Aus diesem Grund beginnt unsere Reise mit dem Punkt "Einführung und geschichtlicher Hintergrund der KI". Im zweiten Abschnitt greifen wir zunächst die anfänglichen Techniken der KI auf. Sie lernen dabei die Konzepte und berühmte Beispielsysteme kennen, die diese frühe Phase der Euphorie auslösten.

"Hugging Face from Scratch" is a comprehensive and practical guide designed to introduce and deepen your understanding of the Hugging Face ecosystem, a leading platform for Natural Language Processing (NLP) and Machine Learning. This book aims to empower readers, from absolute beginners to advanced practitioners, to effectively utilize Hugging Face tools and models for building intelligent applications. Key Features: 1. From Basics to Advanced: Chapters are logically sequenced, starting with foundational NLP concepts and progressively moving towards advanced topics like custom model ...

The Definitive Guide to Natural Language Processing

"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...

Do you know how your brain operates to store memories? Do you know how it works to recall them? Would you like to be able to improve your memory? The memory is a crucial function of the brain and is essential for many of the things we do on a daily basis. Without a memory we would be unable to recall names, places, favorite foods and a whole host of other things we take for granted. In his book, Strategic Memory: The Natural History of Learning and Forgetting, Dr. Chong Chen takes a look at memories, their functions and how they work in 5 parts; The process of memory The encoding 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.

A "fascinating book" that will revolutionize our understanding of the brain and the future of AI (Financial Times) 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...

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.  

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.

Demystify artificial intelligence and master natural language processing without decoding complex math or heavy code. Perfect for your morning commute, this accessible tech roadmap transforms overwhelming jargon into clear, intuitive mental models. Whether you are upskilling to future-proof your...

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 ...

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...

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 aims to demystify the field of Artificial Intelligence (AI) for a broad audience, bridging the gap between complex technical concepts and accessible understanding. The core problem addressed is the widespread lack of knowledge and understanding about AI, leading to both fear and unrealistic expectations. Many individuals struggle to grasp the fundamental principles of AI, its capabilities, limitations, and ethical implications. This book seeks to foster a more informed and nuanced perspective on AI, equipping readers with the knowledge to engage critically with this transformative...

Winner of the Lambda Literary Award in Bisexual Fiction Longlisted for the PEN/Hemingway Award for Debut Novel Sly, surprising, and razor-sharp, Natural Beauty follows a young musician into an elite, beauty-obsessed world where perfection comes at a staggering cost. Our narrator produces a sound...

Analytics is the systematic use of data, statistical analysis, and computational methods to discover patterns, generate insights and make informed decisions. It involves Descriptive, Diagnostic, Predictive Prescriptive tools and methods. Augmented Analytics is the use of Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP) to automate manual data preparation, analyzing the data and draw inferences and conclusion for faster decision making. According to Gartner Augmented analytics is defined as a tool which automates insight generation using AI and ML to...

What if you could turn raw data into powerful, responsible intelligence without a PhD in computer science? Building a Comprehensive AI Model is your roadmap to designing, training, fine-tuning, and deploying cutting-edge AI systems. From your very first classifier to state-of-the-art Large Language Models and Generative AI with a peek at DeepSeek. Marc Stanford demystifies the entire workflow, enabling you to create technology that ethically transforms industries. Inside, you'll master: • Collecting & cleaning data like a pro; no more 'garbage in, garbage out.' • Choosing the right ...

Immerse yourself in the cutting-edge world of artificial intelligence with the engrossing eBook, "Connected Conversations". This enlightening journey is bound to fascinate the tech-curious reader as it unfolds the intricacies of AI communication, from the simplest chatbots to the most advanced digital assistants. The journey begins by setting the stage, introducing you to human-machine communication. As you delve deeper, you'll begin to realize just how closely our world is moving from sci-fi to reality. Step by step, the complexities of AI are revealed, serving as an eye-opener to the ...