Language Technology

In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks.

Dave Thomas and Andy Hunt wrote the first edition of this influential book in 1999 to help their clients create better software and rediscover the joy of coding. These lessons have helped a generation of programmers examine the very essence of software development. Now, 20 years later, this new edition re-examines what it means to be a modern programmer. Topics range from personal responsibility and career development to architectural techniques for keeping your code flexible and easy to adapt and reuse.

"Information Technology & Programming for Everyone" is a comprehensive guide that demystifies the intricacies of the digital realm, equipping readers with essential knowledge and skills to navigate the dynamic landscape of information technology and programming. In this thoughtfully crafted book, readers will embark on a journey that seamlessly blends theory with practical application. Happy Reading!

FORENSIC LINGUISTICS --- Decode the mysteries of language and the law with this definitive guide to the intersection of linguistics and forensic science. This book explores how linguistic principles and methodologies are applied to legal contexts, revealing the complexities of legal language and communication. Here are the key areas covered: Authorship Attribution in Legal Contexts - Methods for identifying authors of disputed texts. - Use of stylistic and linguistic features in forensic investigations. Forensic Phonetics in Speaker Identification - Analysis of acoustic features and speech ...

Unlock the potential of Generative AI with this Large Language Model production-ready playbook for seamless deployment, optimization, and scaling. This hands-on guide takes you beyond theory, offering expert strategies for integrating LLMs into real-world applications using retrieval-augmented generation (RAG), vector databases, PEFT, LoRA, and scalable inference architectures. Whether you're an ML engineer, data scientist, or MLOps practitioner, you’ll gain the technical know-how to operationalize LLMs efficiently, reduce compute costs, and ensure rock-solid reliability in production.

Why does the city of Reggio Emilia in northern Italy feature one of the best public systems of early education in the world? This book documents the comprehensive and innovative approach that utilizes the "hundred languages of children" to support their well-being and foster their intellectual...

Python is one of the easiest coding languages to master because it bases itself on the English language. Intuitive and simple, anyone can get started with programming in Python, almost overnight! It can even jumpstart your hobby or career in tech, taking you places you never thought you could go. And this is where this book comes into play… it’s your launchpad into the phenomenal world of Python programming.

The bestselling book on Python deep learning, now covering generative AI, Keras 3, PyTorch, and JAX! Deep Learning with Python (Third Edition) puts the power of deep learning in your hands. This new edition includes the latest Keras and TensorFlow features, generative AI models, and added coverage of PyTorch and JAX. Learn directly from the creator of Keras and step confidently into the world of deep learning with Python.

Technical knowledge alone isn't enough - increase your software development income by leveling up your soft skills Early in his software developer career, John Sonmez discovered that technical knowledge alone isn't enough to break through to the next income level - developers need "soft skills" like the ability to learn new technologies just in time, communicate clearly with management and consulting clients, negotiate a fair hourly rate, and unite teammates and coworkers in working toward a common goal.

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. - ...

A history of artificial intelligence, told by an AI. In January 1913, in a Saint Petersburg study, a Russian academician sat counting letters in Pushkin's Eugene Onegin. He was trying to refute a theological argument about free will. He had no idea he was inventing the mathematical foundation of every modern language model. From Andrey Markov's ruled notebook in 1913, the story moves through Claude Shannon's 1948 paper that defined information itself; through the long AI winter when neural networks were dismissed as a dead end; through a suburban Toronto bedroom in 2012 where two graduate ...

Functional Programming in Scala is a serious tutorial for programmers looking to learn FP and apply it to the everyday business of coding. The audiobook guides listeners from basic techniques to advanced topics in a logical, concise, and clear progression. In it, you'll find concrete examples and exercises that open up the world of functional programming.

In the number one New York Times best seller The 5 Love Languages, you’ll discover the secret that has transformed millions of relationships worldwide. Whether your relationship is flourishing or failing, Dr. Gary Chapman’s proven approach to showing and receiving love will help you experience deeper and richer levels of intimacy with your partner - starting today.

A scientific and medical revolution has crept up on us, based on study after study, from hundreds of laboratories around the world. It is no longer just a theoretical shift: every one of us will be touched by it, and many of us already have been. The meaning of disease, our understanding of the human body, and crucial decisions about what we all need to know and what choices we make about our health are at stake. Welcome to the new world of personalized medicine.

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.

Becoming a solutions architect requires a hands-on approach, and this edition of the Solutions Architect's Handbook brings exactly that. This audiobook will teach you how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. It will also help you build effective product strategies for your business and implement them from start to finish.

A funny, practical, and refreshingly honest guide to learning languages without the gimmicks. Drawing from decades as a military linguist, language teacher, and student of languages including Russian, Japanese, Mandarin Chinese, French, and German, Michael Hacker explores how language learning really works—from grammar and vocabulary to immersion, fluency, and culture. Part memoir, part primer, and part field guide, Hacking Language is designed for curious beginners, aspiring polyglots, and anyone who wants to better understand language, culture, and the human language-learning machine.

Ever tried learning Python, only to get lost in tutorials that feel too technical, too fast, or just plain confusing? You're not alone. This friendly, step-by-step beginner's guide makes Python simple, practical, and surprisingly fun even if you've never written a single line of code. With 35+ hands-on exercises and 6 real world projects, you'll go from complete beginner to confident Python programmer. No tech background required. Just 10 minutes a day.

Methods of teaching in recent times involve educators being more aware of the benefits of sharing creative lessons with one another. This writing is inspired by the sense and need for seasoned educators to assist fellow-educators, including homeschooling parents. In this book, there are lesson plans and lesson activities for teaching students to learn through contemporary integrated technology. By using a computer’s internet and various applications that are available on a computer, these detailed lesson plans and specific lessons assist in teaching students necessary computer and ...

This friendly guide teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. This accesible introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python.