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Explainable AI Solutions: Creating Transparent and Trustworthy Machine Learning Models
Paperback
Publisher: Independently Published
Published: Jan 25 2025
Pages: 288
Weight: 0.85
Height: 0.60 Width: 6.00 Depth: 9.00
Language: English
Explainable AI Solutions: Creating Transparent and Trustworthy Machine Learning Models is the ultimate guide for anyone seeking to bridge the gap between artificial intelligence and human understanding. In a world where AI powers critical decisions in healthcare, finance, education, and more, trust and transparency have never been more important. This book offers a step-by-step approach to building AI models that are not just accurate but also interpretable, ensuring users, stakeholders, and regulators can rely on them.
Packed with actionable insights, practical examples, and hands-on techniques, this book covers everything from the basics of explainable AI (XAI) to advanced methods like SHAP, LIME, and counterfactual explanations. Learn how to tackle the black box problem, improve model accountability, and align your AI solutions with ethical and legal standards.
Whether you're a data scientist, engineer, business leader, or policymaker, this book will empower you to create AI systems that earn trust and deliver results. Dive into real-world use cases and case studies, and discover how explainable AI can transform industries while keeping fairness and transparency at the forefront.
With Explainable AI Solutions, you'll not only master the tools and techniques to build transparent machine learning models but also gain the confidence to communicate their decisions effectively to non-technical audiences. Make AI work for everyone-start building models that inspire confidence today!
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Hougaard, Rasmus
Carter, Jacqueline
Hardcover
The Experimentation Machine: Finding Product-Market Fit in the Age of AI
Bussgang, Jeffrey J.
Hardcover
Graphic Artists Guild Handbook, 17th Edition: Pricing & Ethical Guidelines
The Graphic Artists Guild
Paperback
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
Love Machines: How Artificial Intelligence Is Transforming Our Relationships
Muldoon, James
Hardcover
Microsoft 365 Excel All-In-One for Dummies
Alexander, Michael
Kusleika, Dick
Ringstrom, David H.
Paperback
The Technological Republic: Hard Power, Soft Belief, and the Future of the West
Karp, Alexander C.
Zamiska, Nicholas W.
Hardcover
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Hardcover
The Coming Wave: Technology, Power, and the Twenty-First Century's Greatest Dilemma
Suleyman, Mustafa
Hardcover
What Is Intelligence?: Lessons from AI about Evolution, Computing, and Minds
Aguera Y. Arcas, Blaise
Paperback
Navigeren door het labyrint: Een handleiding voor het beheer van data
Sebastian-Coleman, Laura
Paperback
Hbr's 10 Must Reads on Artificial Intelligence, Updated and Expanded (Featuring How AI Can Help Managers Think Through Problems by Elisa Farri and Gab
Review, Harvard Business
Davenport, Thomas H.
Agrawal, Ajay
Paperback
Prediction Machines, Updated and Expanded: The Simple Economics of Artificial Intelligence
Goldfarb, Avi
Agrawal, Ajay
Gans, Joshua
Hardcover
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Paperback
Laptops for Seniors in Easy Steps, 9th Edition: Covers All Laptops with the Windows 11 2024 Update
Vandome, Nick
Paperback
Speak Data: Artists, Scientists, Thinkers, and Dreamers on How We Live Our Lives in Numbers
Cox, Phillip
Lupi, Giorgia
Paperback
The Next Big Thing: Innovations for a Better, Smarter, Stronger Tomorrow
Marciano, Rob
Trefil, James
Hardcover
A Whole New Human: Ten Ways We Must Evolve to Survive and Thrive in the AI Age
Rydall, Derek
Hardcover
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Grolemund, Garrett
Cetinkaya-Rundel, Mine
Wickham, Hadley
Paperback
On the Future of Species: Authoring Life by Means of Artificial Biological Intelligence
Woolfson, Adrian
Hardcover
Comptia A+ Complete Study Guide, 2-Volume Set: Volume 1 Core 1 Exam 220-1201 and Volume 2 Core 2 Exam 220-1202
Docter, Quentin
Buhagiar, Jon
Paperback
Rewiring Democracy: How AI Will Transform Our Politics, Government, and Citizenship
Sanders, Nathan E.
Schneier, Bruce
Hardcover