検索キーワード： 機械理論・人工知能

Artificial intelligence (AI) and performance expert Josh Cavalier shares his in-depth knowledge and skills to help L&D professionals master learning experience design by using generative AI in their employee learning and development efforts. More than just a technical manual on generative AI or a collection of best prompt practices, this book explores how AI is reshaping jobs, skill development, and human performance. Cavalier provides his Learning and Development AI Ecosystem framework as a practical road map for integrating AI into your day-to-day work and your organization.

“This book is required reading for everyone who cares about education.” —Adam Grant, #1 New York Times bestselling author of Hidden Potential and Think Again, and host of the podcast Re:Thinking “Read this book. It’s the most fascinating and important account of how AI will transform...

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.

"This colorful page-turner puts artificial intelligence into a human perspective. Through the lives of Geoff Hinton and other major players, Metz explains this transformative technology and makes the quest thrilling." —Walter Isaacson, author of The Code Breaker Recipient of starred reviews in...

From product design and financial modeling to performance management and hiring decisions—artificial intelligence and machine learning are becoming everyday tools for managers at businesses of all sizes. But the rewards of every AI system come with risks—and if you don't understand how to make sense of them, you're not going to make the right decisions. Whether you want to get up to speed quickly, could just use a refresher, or are working with an AI expert for the first time, HBR Guide to AI Basics for Managers will give you the information and skills you need.

With this beginner’s handbook, you’ll learn how to use ChatGPT efficiently and create maximized results. Create natural, human-like conversations, being aware of its limitations and biases, and prepare for the artificial intelligence future.

Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.

Представьте, что у вас появился личный ассистент, который работает 24/7, никогда не устает и готов помочь в любой ситуации — от планирования ужина до запуска собственного блога, от изучения английского до решения карьерных вопросов. Этот помощник уже есть у каждого из нас — это нейросети. Но почему одни получают от них потрясающие результаты, а другие — лишь шаблонные ответы? Секрет в правильно составленных промтах — запросах, которые превращают искусственный интеллект в вашего идеального помощника.

As heard on NPR's "Science Friday," discover the book recommended by Malcolm Gladwell, Susan Cain, Daniel Pink, and Adam Grant: an "accessible, informative, and hilarious" introduction to the weird and wonderful world of artificial intelligence (Ryan North). "You look like a thing and I love...

AI image generation is transforming the world of creativity—unlocking possibilities for artists, designers, entrepreneurs, and storytellers alike. Whether you're curious about how a simple text prompt turns into a detailed painting or you're looking to master this revolutionary technology for professional use, How AI Image Generators Work reveals the key concepts behind the magic. This clear, jargon-free guide explains the ten foundational “secrets” that drive today’s most advanced AI art tools—from DALL·E to Midjourney to Stable Diffusion.

In an era where artificial intelligence can create content indistinguishable from reality, how do we separate truth from fiction? In FAIK: A Practical Guide to Living in a World of Deepfakes, Disinformation, and AI-Generated Deceptions, cybersecurity and deception expert Perry Carpenter unveils the hidden dangers of generative artificial intelligence, showing you how to use these technologies safely while protecting yourself and others from cyber scams and threats.

We've arrived in a new era—GenAI is reshaping industries and decision-making processes across the board. As a result, understanding their potential and pitfalls has become crucial. But in order to stay ahead of the curve, you'll need to develop fresh perspectives on leveraging AI beyond mere technical know-how. Geared toward business leaders and tech professionals alike, this book demystifies the strategic integration of AI into business practices, ensuring you're equipped not just to participate but to lead in this new landscape.

Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. The book addresses real-life problems faced by practitioners on a daily basis and explains scientifically sound solutions using math, supported by code and examples. 

Shannon Vallor makes a wide-ranging, prophetic, and philosophical case for what AI could be: a way to reclaim our human potential for moral and intellectual growth, rather than lose ourselves in mirrors of the past. Rejecting prophecies of doom, she encourages us to pursue technology that helps us recover our sense of the possible, and with it the confidence and courage to repair a broken world. Vallor calls us to rethink what AI is and can be, and what we want to be with it.

What happens when intelligence stops being scarce? For most of human history, progress was built on a simple constraint: thinking was limited. Expertise required years to develop. Knowledge was difficult to obtain. Insight was rare. Artificial intelligence has changed that. Today, machines can generate analysis, strategy, research, and creative output in seconds. As AI accelerates, something deeper is unfolding beneath the surface of society: Human cognition itself is entering a state of saturation. This phenomenon has a name: Cognitive Saturation Shock.

In Digitally Curious, futurist, speaker, and technology trends expert Andrew Grill delivers an easy-to-follow and incisive discussion of current and future technologies, as well as how leading companies are deploying them. The author examines critical business concepts, like the future of work, from a technical and human-centric point of view and how Artificial Intelligence will impact us at work and in society. He includes a broad range of relevant technologies and platforms, offering examples that will be immediately relevant to any industry and business.

Emily M. Bender e Alex Hanna spiegano perché le tecnologie vendute come "intelligenza artificiale" non sono una magia capace di risolvere ogni problema. L'IA di oggi è fatta di sistemi statistici su larga scala, che producono linguaggio e immagini senza comprenderli ‒ non un'intelligenza pensante ma «pappagalli stocastici». Le autrici ne sfatano i falsi miti e mettono in luce le insidie del loro impiego in ambiti chiave ‒ lavoro, sanità, giustizia, istruzione, scienza, arte e giornalismo.

This is a practical, non-technical guide for business leaders, entrepreneurs, and curious minds. This comprehensive guide on agentic AI cuts through the hype and offers a clear, jargon-free strategic roadmap to understanding and applying this technology. The authors bring a rare perspective, having implemented agentic AI across diverse organizations—from global enterprises to agile startups—witnessing both remarkable successes and sobering failures.

What is Artificial Intelligence? How will AI impact society? Is AI more powerful than human intelligence? The Psychology of AI explores all aspects of the psychology—AI relationship, asking how closely AI can resemble humans, and whether this means they could have some form of self-awareness...

NATIONAL BESTSELLER “The conscience of the AI revolution” (Fortune) explains how we’ve arrived at an era of AI harms and oppression, and what we can do to avoid its pitfalls. “AI is not coming, it’s here. If we answer the beautiful call inside these pages, we can decide who we are...