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.

If you want to learn about business intelligence and predictive analytics, then keep reading... Two manuscripts in one book: Business Intelligence: An Essential Beginner’s Guide to BI, Big Data, Artificial Intelligence, Cybersecurity, Machine Learning, Data Science, Data Analytics, Social Media and Internet Marketing Predictive Analytics: The Secret to Predicting Future Events Using Big Data and Data Science Techniques Such as Data Mining, Predictive Modelling, Statistics, Data Analysis, and Machine LearningIn the modern business world, the pace of action continues to quicken. Businesses ...

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 ...

"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...

A “deeply stimulating and disarmingly accessible” (Robert Sapolsky, author of Determined) journey into the inner workings of human and artificial minds When we are trying to solve a problem, what happens? We find ourselves weighing arguments, or relying on intuition, then reaching a...

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.

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 ...

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. - ...

Language is humanity’s oldest technology—a bridge from thought to action. Today, that bridge extends into the digital world as Natural Language Processing (NLP) allows computers to understand, generate, and converse in human language. In this book, we journey from the fundamentals of computational linguistics to cutting-edge deep learning architectures that power virtual assistants, search engines, and intelligent chatbots.

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 ready to unlock the transformative power of Artificial Intelligence (AI) and Machine Learning (ML) in your coding projects? "AI and ML for Coders" is the essential guide for coders who want to leap into the future of technology. This book is tailored for programmers, developers, and tech enthusiasts eager to integrate AI and ML into their work. Whether you're a seasoned coder or just starting, you'll find invaluable insights and practical knowledge to elevate your craft. Here's what you'll gain from "AI and ML for Coders": A comprehensive understanding of AI and ML evolution, from ...

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.

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 ...

AI-Powered Six Sigma: Integrating Artificial Intelligence with Lean Tools, DMAIC, and Belts for Smarter Quality Management In today's fast-paced business environment, traditional quality tools are no longer enough. AI-Powered Six Sigma bridges the gap between proven Six Sigma methodologies and the disruptive power of Artificial Intelligence. Written by bestselling author Dr Soliman, with more than 100 published titles in Lean, Business, and Reliability, this book provides a ground-breaking roadmap for professionals in quality, manufacturing, and process improvement. Inside you will learn ...

The Definitive Guide to Natural Language Processing

Discover How Mathematics Powers the World of AI! Are you fascinated by the science behind AI? Do you want to understand the mathematics driving today’s most innovative technologies? “How Math Shaped the AI” provides the step-by-step guidance you need to unravel the mathematical principles behind artificial intelligence and machine learning. Do you find advanced math concepts intimidating? Are you searching for a clear, approachable resource to deepen your AI knowledge? Overcome Your Struggles with AI Mathematics – We've Been There! We understand how challenging it can be to grasp ...

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 ...

"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 ...

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 ...

Conquer the Machinist and Tool and Die Maker Profession: Your Guide to Crafting Precision Metal Parts, Instruments, and Tools is an indispensable resource for individuals aspiring to excel in machining and toolmaking. This comprehensive guide delves into the essential skills and knowledge required to succeed in the field, including operating CNC and manual machines, interpreting blueprints, and mastering CAD/CAM technology. The book provides detailed insights into the daily responsibilities of machinists and tool and die makers, such as fabricating precision components, conducting quality ...