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by Mariya Yao
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Every few years, a technology emerges that captures the collective imagination of the business world. Artificial intelligence is the latest and perhaps the most significant of these waves. The promises are everywhere. AI will transform your industry. AI will unlock unprecedented efficiency. AI will help you understand your customers in ways never before possible. Companies that fail to adopt AI will be left behind.
**Author:** Mariya Yao **Estimated Reading Time:** 42 minutes
How to move beyond the hype and understand what artificial intelligence can actually do for your organization. You will learn a practical framework for evaluating AI opportunities, building the right teams, avoiding costly mistakes, and deploying machine intelligence in ways that create real business value while upholding ethical standards.
Business leaders, executives, managers, and entrepreneurs who need to make informed decisions about AI without becoming data scientists themselves. If you are responsible for driving innovation, allocating resources, or leading teams through technological change, this book gives you the foundation you need.
Every few years, a technology emerges that captures the collective imagination of the business world. Artificial intelligence is the latest and perhaps the most significant of these waves. The promises are everywhere. AI will transform your industry. AI will unlock unprecedented efficiency. AI will help you understand your customers in ways never before possible. Companies that fail to adopt AI will be left behind. Yet beneath the surface of these promises lies a more complicated reality. Many organizations that rush into AI initiatives discover that their projects stall, their investments fail to deliver returns, and their teams become disillusioned. The gap between the promise of AI and the practical reality of implementing it is wide, and it has swallowed countless well-intentioned efforts. This book exists to close that gap. The fundamental problem is not a lack of technology. It is a lack of understanding. Business leaders often treat AI as a magical black box that can solve any problem if only you feed it enough data. Technical teams sometimes treat AI as a purely engineering challenge, disconnected from business goals and human needs. Both perspectives are incomplete. Mariya Yao wrote Applied Artificial Intelligence to serve as a bridge between these worlds. The book is designed for business leaders who need to understand enough about AI to make smart decisions, without getting lost in the mathematical details. It is also valuable for technical practitioners who want to understand how their work fits into the broader strategic picture. The stakes extend far beyond corporate profits. AI has the potential to address some of the most pressing challenges facing humanity, from healthcare access to environmental sustainability to social justice. But it also has the potential to amplify existing inequalities, embed bias into critical decisions, and disrupt labor markets in ways that harm vulnerable populations. The choices that leaders make today will shape whether AI becomes a force for broad benefit or narrow gain. What makes this book different from the flood of AI commentary is its practicality. It does not dwell on speculative futures or philosophical debates. Instead, it provides concrete frameworks for evaluating…
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Get the complete summary in the appAI is a tool, not a miracle. Its value depends on how well it is understood and applied.
Use the Machine Intelligence Continuum to match the right level of AI to the right problem.
Start with business goals, not technology.
Data is a human construct. Invest in data quality and establish ground truth.
Algorithmic bias is real and requires explicit attention to prevent.
Ethics must be integrated into every stage of AI design.
"Applied Artificial Intelligence" is a strong fit if you want practical ideas around artificial intelligence, business, technology, especially themes like ai is a tool, not a miracle. its value depends on how well it is understood and applied; use the machine intelligence continuum to match the right level of ai to the right problem. The MinuteRead summary distills these concepts into a focused read, whether you're deciding whether to buy the book or applying its lessons at work.
Motivated to help readers with practical guide for business leaders who are passionate about leveraging machine intelligence to enhance the, Mariya Yao wrote “Applied Artificial Intelligence” to package those ideas for a fast, focused read. In “Applied Artificial Intelligence”, Mariya Yao focuses on practical guide for business leaders who are passionate about leveraging machine intelligence to enhance the. Through “Applied Artificial Intelligence”, Mariya Yao distills the core ideas on artifici…
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