検索キーワード： 機械理論・人工知能

As the digital world becomes more connected and data privacy concerns grow, traditional centralized machine learning models face serious limitations. Federated Learning presents a revolutionary approach—enabling intelligent agents to learn collaboratively across decentralized devices while keeping sensitive data where it originates. This book explores the architecture, techniques, and transformative potential of federated learning in environments that are dynamic, distributed, and data-rich.

As artificial intelligence evolves beyond narrow task execution, a new frontier is emerging— Building Agency AI, where intelligent systems are designed to act with autonomy, adapt to uncertainty, and pursue goals independently. This book explores the foundations, architectures, and real-world applications of agentic AI systems, from personal digital assistants and autonomous vehicles to intelligent enterprise agents and AI-driven scientific discovery.

Our AI My Journey, Your Invitation, Our Future follows my journey from AI enthusiast to informed skeptic, connecting the dots between microplastics, mining, and machine learning. It's a wakeup call disguised as a love story—and a guide for anyone who wants to feel less overwhelmed by it all and make more informed choices.

In the digital labyrinth of the 21st century, a quiet anxiety has become the soundtrack to our lives. We are drowning in notifications, yet starving for meaning. We chase the ghost of productivity, only to end the day exhausted, wondering what we accomplished. As artificial intelligence accelerates, an urgent question echoes in our boardrooms, living rooms, and classrooms: Will you be replaced, imprisoned, or empowered? The Centaur's Edge is not another technical manual or a breathless prediction of dystopia.

In this book, you'll learn how: data science, driven by artificial intelligence and machine learning, is yielding unprecedented business insights; blockchain has the potential to restructure the economy; drones and driverless vehicles are becoming essential tools; 3-D printing is making new business models possible; augmented reality is transforming retail and manufacturing; smart speakers are redefining the rules of marketing; and humans and machines are working together to reach new levels of productivity.

Most entrepreneurs are running on fumes—trapped in a loop of doing, fixing, and catching up. You can’t step away without something slipping. Deep down, you know the problem isn’t effort—it’s control. The "hustle" is a lie. The path to a million-dollar business isn't working harder; it's shifting from Operator to Architect — building systems that do the draining, repetitive work for you.

El Emprendedor Automático es una guía práctica, directa y sin tecnicismos para transformar tu negocio en un sistema inteligente que trabaja por ti, incluso mientras duermes. No necesitas ser experto en tecnología ni tener un gran equipo. Solo necesitas saber qué automatizar, con qué herramientas y en qué orden hacerlo.

Discover the transformative power of artificial intelligence with AI Factories: Building the Future of Intelligence Industry, a visionary guide by Dr. Samuel Xiangming Li, a renowned AI innovation expert. This book introduces AI Factories—dynamic systems that mass-produce intelligence, revolutionizing industries, economies, and human potential on an unprecedented scale.

Artificial Intelligence isn’t just for tech giants — it’s your new business partner. Whether you're a side hustler, entrepreneur, or visionary in the making, The AI Cash Code reveals how to transform today’s smartest tools into real, scalable income streams.

Regulating the Algorithm is a clear, practical guide to the fast-moving world of AI laws in the UK, EU, and United States. Written in plain language for business leaders, policy teams, lawyers, technologists, founders, and anyone who needs to turn principles into practice, it cuts through hype and legal jargon to explain what the new rules actually mean, why they were created, and how to comply without slowing innovation.

A.I. That Works (For You) is the practical, no-jargon audio playbook written specifically for busy entrepreneurs who need results now. Narrated for clarity and impact, this audiobook cuts through the noise to deliver simple, affordable AI strategies you can implement during your commute or workout.

Artificial intelligence does the seemingly impossible - driving cars, trading stocks, and teaching children. But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.

There are things every small business can do with RPA to automate their business process. Robotic process automation (RPA) is the use of software equipped with artificial intelligence (AI) and capabilities of machine learning (ML) so as to handle high volume, and repeatable tasks that required humans previously. With the advent of advanced technology, more companies are shifting towards Robotic Process Automation. They do so because the benefits of implementing RPA considerably outweighs its drawbacks. RPA provides a comprehensive virtual workforce that is both efficient and reliable.

Humanity has reached a critical moment. Our world is unsettled and rapidly changing, and we face existential risks over the next century. Various outcomes - good and bad - are possible. Yet our approach to the future is characterized by short-term thinking, polarizing debates, alarmist rhetoric, and pessimism. In this short, exhilarating book, renowned scientist and best-selling author Martin Rees argues that humanity’s prospects depend on our taking a very different approach to planning for tomorrow.

Millions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career. The first audiobook of its kind, The Kaggle Book assembles in one place the techniques and skills you'll need for success in competitions, data science projects, and beyond.

Artist, technologist, and philosopher James Bridle’s Ways of Being is a brilliant, searching exploration of different kinds of intelligence—plant, animal, human, artificial—and how they transform our understanding of humans’ place in the cosmos. What does it mean to be intelligent? Is it something unique to humans, or shared with other beings—beings of flesh, wood, stone, and silicon? The last few years have seen rapid advances in “artificial” intelligence.

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.

This audiobook is your complete guide to modern Agile product and project management—designed for leaders, practitioners, and students who want to master how products are conceived, built, and scaled in the era of AI. Drawing on real-world case studies from startups to Silicon Valley tech giants, it explains not only what Agile is, but how it drives business value, accelerates delivery, and enables innovation powered by generative AI and intelligent agents.

As businesses increasingly rely on cloud technologies, traditional application architectures struggle to keep pace with demands for scalability, agility, and resilience. Cloud-Native Architecture is your essential guide to designing and building modern applications optimized for the cloud environment.

We're living through the greatest productivity paradox in history. AI promises efficiency, yet you work longer hours than ever. You built your business for freedom. Instead, you're drowning—answering emails at midnight, losing deals in follow-up gaps, watching competitors scale while you burn out. The problem isn't effort. It's that your business requires constant presence. The Seven-Agent Army changes that equation permanently. This isn't automation—it's delegation to AI that executes like you would.