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. 

Bridge the gap between human cognition and artificial intelligence to master the future of communication. Perfect for a thought-provoking daily commute, this accessible deep dive reveals how biological brains and digital algorithms transform raw sound waves into meaningful connection. Whether...

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. 

PSYCHOLINGUISTICS AND NEUROLINGUISTICS --- Decode the secrets of language and the brain with this guide to the cognitive and neural mechanisms of human communication. This book provides a great exploration of the cognitive and neural mechanisms at the foundations of language processing, acquisition, and evolution. Integrating insights from psychology, neuroscience, and linguistic theory, it illuminates the complexities of human language. Here are the key areas covered: Neural Basis of Language Acquisition - Examines critical periods and brain adaptability in learning new languages. - ...

"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...

Curious about AI, but unsure how it works? Want to tap into the lucrative potential of this rapidly advancing technology? Unlock the immense potential of AI with this transformative book! Welcome to Fundamentals of Artificial Intelligence & Large Language Models, the second in a series of books crafted to help you join a movement toward a more financially fruitful future.

COMPUTATIONAL LINGUISTICS AND ARTIFICIAL INTELLIGENCE --- This book offers a comprehensive exploration of the intersection between artificial intelligence (AI), natural language processing (NLP), and computational linguistics, providing an in-depth analysis of their impact across various domains. It gets into the challenges of developing NLP tools for low-resource languages, emphasizing the need for linguistic diversity in the digital age. Ethical considerations in AI language models are scrutinized, highlighting the importance of responsible AI development. The book also addresses the ...

This program includes an introduction read by the author. No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now...

"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 ...

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.

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...

The Definitive Guide to Natural Language Processing

This program is read by the author and includes a bonus interview with the author. “Engaging and entertaining, this work is essential listening for anyone following the potentially explosive development of AI.” —AudioFile Shortlisted for the Women’s Prize for Nonfiction A riveting story...

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...

Embark on a transformational journey with Sell with AI, where digital innovation meets AI ingenuity, revolutionizing how digital products are conceived, created, and marketed. This book is your gateway to understanding artificial intelligence's profound impact on product creation, content automation, and marketing strategies that secure competitive edges in today's dynamic markets. Unlock the secrets behind AI-driven tools and techniques that streamline processes, foster personalization, and predict future trends. Experience the synergy between technology and creativity, empowering you to ...

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 ...

A CLEAR, ENGAGING JOURNEY INTO ARTIFICIAL INTELLIGENCE, BEGINNING WITH THE HUMAN MIND. How does a machine learn to predict, reason, and plan? How Minds Are Made explains artificial intelligence from the inside out, guided by one powerful idea. Intelligence depends on building models of the world and using them to anticipate what happens next. You’ll discover how human minds understand the world around them and how machines learn to do things once thought possible only for us.

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 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 ...

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 ...