Processes Machines

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

Known for providing incisive progressive political analysis without being dogmatic, popular radio and podcast host David Pakman delves into the vicious cycle of reactionary political ideology. It's no secret how the right-wing has benefited and capitalized off disinformation and polarization of US politics. Critical thinking and media literacy are on a rapid decline, and our republic is unable to agree upon a shared set of facts. Pakman challenges the right-wing head-on and encourages listeners to understand how the status quo became the status quo.

For decades, history has considered Tammany Hall, New York's famous political machine, shorthand for the worst of urban politics: graft, crime, and patronage personified by notoriously corrupt characters. Infamous crooks like William "Boss" Tweed dominate traditional histories of Tammany, distorting our understanding of a critical chapter of American political history. In Machine Made, historian and New York City journalist Terry Golway convincingly dismantles these stereotypes.

Are you intrigued by the world of AI and data engineering? Do you find yourself captivated by the potential of these technologies to transform businesses and industries? If so, Data Engineering and AI for Beginners is the introductory guide you've been searching for. In today’s fast evolving digital landscape where data is lifeblood, those who harness its flow hold the keys to game-changing insights. This book addresses the very challenges and questions that have been on your mind: What is Data Engineering? How Does AI Fit into the Picture? Is This for Me, a Beginner? What Tools and ...

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.

In The Republican Noise Machine, David Brock skillfully documents perhaps the most important but least understood political development of the last 30 years: how the Republican Right has won political power and hijacked public discourse in the United States. Brock, a former right-wing insider and the author of the New York Times best seller Blinded by the Right, uses his keen understanding of the strategies, tactics, financing, and personalities of the American right wing to demonstrate how right-wing media has all but subsumed the regular media conversation.

Running your own business means no two days ever look quite the same. One moment you’re replying to client emails, the next you’re brainstorming your next big project, and somewhere in between, you’re wearing a whole wardrobe of hats you never planned to own. When your to-do list seems to grow faster than you can check things off, it’s natural to wish for a better way to manage the chaos, without losing the personal touch that makes your business yours. That’s where this book comes in. Whether you’re feeling stuck at a crossroads, craving a little more order in your workday, or ...

"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...

How did we become a world where facts—shared truths—have lost their power to hold us together as a community, as a country, globally? How have we allowed the proliferation of alternative facts, hoaxes, even conspiracy theories, to destroy our trust in institutions, leaders, and legitimate experts? Best-selling journalist Steven Brill documents the forces and people, from Silicon Valley to Moscow to Washington, that have created and exploited this world of chaos and division—and offers practical solutions for what we can do about it.

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.

AlphaGo and the Philosophy of Mind is a thought-provoking exploration of the principles of machine learning and its application in the strategy game of Go. This book takes readers through the history of Go and its importance in the world of AI, looking at the philosophical implications of advancing technology and the implications of AlphaGo’s victory over the world’s Go champion. This book is an essential read for anyone interested in the philosophical implications of AI and machine learning.

Dive into the dynamic world of Filtering and Signal Processing, the ultimate guide to mastering the tools and techniques essential for separating meaningful data from noise. This comprehensive eBook is your gateway to understanding the core principles and advanced applications that power modern data analysis. Begin with a solid foundation as you explore the importance of filtering in data analysis, and unravel the intricate dance of separating signal from noise. Progress through the essentials of digital signal processing, learning about the fascinating realm of discrete-time signals and ...

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.

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.

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. - ...

"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 ...

The Prompt Engineer: A Comprehensive Guide to Becoming Highly Effective" is a book aimed at individuals seeking to develop their prompt engineering skills and become highly effective prompt engineers. The book covers a wide range of topics, including an overview of prompt engineering, essential skills for prompt engineers, tools of the trade, designing effective prompts, implementation and deployment, and advanced topics in prompt engineering. In the first chapter, readers will gain an understanding of what prompt engineering is and its applications in modern businesses. Chapter two delves ...

Lie Machines is full of riveting behind-the-scenes stories from the world's biggest and most damagingly successful misinformation initiatives - including those used in Brexit and US elections. Howard not only shows how these campaigns evolved from older propaganda operations, but also exposes their new powers, gives us insight into their effectiveness, and shows us how to shut them down.

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.

How would you like to keep the $2.50 Surcharge fee Every Time Someone uses an ATM? In this book I'm going to teach you how to build a passive income in the ATM Business. I've been doing it for the past 20+ years and it has afforded me the opportunity to live in Southern California, work a block from the beach, and live the dream. It’s given me the freedom to choose the hours I work, even if I want a 4 hour work week. Stop trading time for money - you can work less, live more. This book explains why people pay upwards of $3.00 every time they use a non-bank ATM and how YOU CAN GET THAT ...