検索キーワード： 機械理論・人工知能

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.

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.

Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems previously unsuitable for automation. With this book, you'll gain a solid foundation in generative AI, including how to apply these models in practice.

In a world where artificial intelligence is rapidly shaping economies, societies, and daily life, ensuring that AI systems are developed and deployed responsibly is paramount. AI Governance offers an in-depth exploration of the ethical, legal, and strategic dimensions that underpin effective oversight of AI technologies.

How will AI change our world within twenty years? A pioneering technologist and acclaimed writer team up for a “dazzling” (The New York Times) look at the future that “brims with intriguing insights” (Financial Times) A BEST BOOK OF THE YEAR: The Wall Street Journal, The Washington Post...

Brought to you by Penguin. Consumer AI has arrived. And with it, inescapable upheaval as we grapple with what it means for our jobs, lives and the future of humanity. Cutting through the noise of AI evangelists and AI doom-mongers, Wharton professor Ethan Mollick has become one of the most...

The noted inventor and futurist’s successor to his landmark book The Singularity Is Near explores how technology will transform the human race in the decades to come Since it was first published in 2005, Ray Kurzweil’s The Singularity Is Near and its vision of an exponential future have...

Straight-to-the-point. Guided activities. No fluff. No jargon. No ethics committee. Just shortcuts. Just action. Imagine extorting AI. Business plans. Niche secrets. Market intel. Cashflow detonators. This isn’t a guide. It’s a backdoor. Into AI’s vault. This is where AI tools stop being novelties and become your covert ops team for deep market research, for crafting an undeniable business plan, and for exposing the profit levers your competition doesn't even know exist, setting you on a direct path to how to start an online business that truly scales.

"The most important book on AI this year." --The Guardian "Mr. Russell's exciting book goes deep, while sparkling with dry witticisms." --The Wall Street Journal "The most important book I have read in quite some time" (Daniel Kahneman); "A must-read" (Max Tegmark); "The book we've all been...

In The AI Advantage, Thomas Davenport offers a guide to using artificial intelligence in business. He describes what technologies are available and how companies can use them for business benefits and competitive advantage. He cuts through the hype of the AI craze - remember when it seemed plausible that IBM's Watson could cure cancer? - to explain how businesses can put artificial intelligence to work now, in the real world.

Superintelligence asks the questions: What happens when machines surpass humans in general intelligence? Will artificial agents save or destroy us? Nick Bostrom lays the foundation for understanding the future of humanity and intelligent life. The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. If machine brains surpassed human brains in general intelligence, then this new superintelligence could become extremely powerful - possibly beyond our control.

ChatGPT For Dummies demystifies the artificial intelligence tool that can answer questions, write essays, and generate just about any kind of text it's asked for. This powerful example of generative AI is widely predicted to upend education and business. In this book, you'll learn how ChatGPT works and how you can operate it in a way that yields satisfactory results. You'll also explore the ethics of using AI-generated content for various purposes.

A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us―and to make decisions on our behalf. But alarm bells are...

On balance, will AI help humanity or harm it? AI could revolutionize science, medicine, and technology, and deliver us a world of abundance and better health. Or it could be a disaster, leading to the downfall of democracy, or even our extinction. In Taming Silicon Valley, Gary Marcus, one of the most trusted voices in AI, explains that we still have a choice. And that the decisions we make now about AI will shape our next century.

昨今発展がめざましい生成AIについて、池田将、林佑磨がその深層に迫る。生成AIの登場により技術実装のハードルが激変した現代において、事業の成否を分ける条件は「アイデアやコード」から「複製不能な強み」へとシフトしています。

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.

Master artificial intelligence and data science fundamentals without getting lost in complex math or dense coding jargon. This story-driven technology guide transforms intimidating algorithms into accessible, everyday concepts. Build your digital literacy by exploring how modern computing...

This audiobook is narrated by an AI Voice. Stop fighting your AI coding assistant and start giving it the information it actually needs. Context Engineering for Codex is a practical guide for developers who want to dramatically improve results from AI-assisted software development. Instead of...

Generative AI: The Insights You Need from Harvard Business Review will help you understand the potential of these new technologies, pick the right Gen AI projects, and reinvent your business for the new age of AI.

Autonomous Systems Drive Tomorrow's Digital Economy explores how intelligent automation is transforming industries, reshaping global markets, and redefining the future of economic growth. From autonomous robots and self-learning software to smart infrastructure and connected devices, this book examines the technologies driving the next generation of digital innovation. It reveals how autonomous systems are becoming essential tools for businesses seeking greater efficiency, resilience, and competitive advantage in an increasingly interconnected world.