Artificial Intelligence Theory

If you read (or listen to) nothing else on artificial intelligence and machine learning, listen to these ten articles. We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you understand the future direction of AI, bring your AI initiatives to scale, and use AI to transform your organization.

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.

Artificial intelligence is, as the name suggests, artificial and fundamentally different to human intelligence. Yet often the goal of AI is to fake human intelligence. This deceit has been there from the very beginning. We’ve been trying to fake it since Alan Turing answered the question ‘Can machines think?’ by proposing that machines pretend to be humans. Now we are starting to build AI that truly deceives us. Powerful AIs such as ChatGPT can convince us they are intelligent and blur the distinction between what is real and what is simulated.

In a world where AI is reshaping industries overnight, staying ahead isn’t just an advantage—it’s a necessity. 30 Days to AI Mastery offers a lifeline for professionals overwhelmed by the pace of change, delivering a transformative roadmap that turns uncertainty into opportunity. This isn’t another technical manual buried in jargon; it’s a battle-tested guide for anyone ready to harness AI’s power without coding a single line.

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.

Written by bestselling author Tom Davenport and Deloitte's Nitin Mittal, All-In on AI looks at artificial intelligence at its cutting edge from the viewpoint of established companies like Anthem, Ping An, Airbus, and Capital One. Filled with insights, strategies, and best practices, All-In on AI also provides leaders and their teams with the information they need to help their own companies take AI to the next level.

Ya seas un emprendedor aspirante, un propietario de negocio establecido que busca aumentar las ventas, o alguien que busca formas nuevas e innovadoras de generar ingresos adicionales, Máquina de Dinero ChatGPT es tu hoja de ruta definitiva hacia el éxito. Equípate con el conocimiento y las habilidades necesarias para navegar el emocionante mundo de la inteligencia artificial y transformar tus empresas en línea en fuentes de ingresos rentables y sostenibles.

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 rewriting the rulebook with its seemingly endless capabilities, from crafting intricate industrial designs, writing computer code, and producing mesmerizing synthetic voices to composing enchanting music and innovating genetic breakthroughs. In Generative AI in Practice, renowned futurist Bernard Marr offers listeners a deep dive into the captivating universe of GenAI. This comprehensive guide introduces you to the basics of this groundbreaking technology and outlines the profound impact that GenAI will have on business and society.

AI for Beginners Demystified: Your Guide to Simplify Artificial Intelligence by Rick Samara, narrated by Shawn Lennox and produced/published by Audiobook Publishing Services, is the perfect starting point for anyone who wants to understand Artificial Intelligence without getting lost in complicated tech jargon. This fun, engaging, and beginner-friendly audiobook breaks down the essentials of AI, machine learning, neural networks, deep learning, and generative AI in a way that’s clear, entertaining, and easy to follow.

In this updated and expanded edition of Human + Machine—including a new chapter on gen AI—Daugherty and Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization, whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly—or completely reimagine them.

Unlock new levels of business success with AI Profit Multiplier, your guide to leveraging the power of AI apps and chatbots like ChatGPT and Claude. In this essential resource, you’ll discover how today’s most innovative digital entrepreneurs and business owners use AI to transform operations, increase productivity, and supercharge sales.

Are you ready to ride the AI wave and build real income from scratch? Whether you're a total beginner or a curious entrepreneur, AI Income Explosion gives you the exact blueprint to launch, scale, and profit — fast. This isn’t theory. It’s a step-by-step guide packed with proven strategies, automation tools, and income systems you can start using today.

In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.

Artificial intelligence's central issues concern reasoning, knowledge, planning, learning, natural language processing and perception, and the ability to move and manipulate objects. Statistical methods, computational intelligence, soft computing, and conventional symbolic algebra are all approaches. While it remains to be seen how beneficial and effective AI technology will be in the future, it cannot be denied that during this time of crisis, this 21st-century technology has proven to be an asset in making the process more convenient and easier for medical experts and the nation.

Drones are transforming warfare through the use of artificial intelligence, drone swarms, and surveillance - leading to competition between the US, China, Israel, and Iran. Who will be the next drone superpower?

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.

Artificial Intelligence is likely to greatly increase our aggregate wealth, but it will also upend our labor markets, reshuffle our social order, and strain our private and public institutions. Eventually it may alter how we see our place in the universe, as machines pursue goals independent of their creators and outperform us in domains previously believed to be the sole dominion of humans.

Tomorrow begins right here as we embark on an enthralling and jargon-free journey into the world of computers and the inner recesses of the human mind. Readers encounter everything from the nanotechnology used to make insect-like robots, to the computers that perform surgery and, reminiscent of films like Terminator, computers that can learn by teaching themselves.

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.