Explainable AI: Demystifying AI Decisions. A Guide to Transparency and Trust
Written by James Ferry
Narrated by James Ferry
()
About this audiobook
In an era where artificial intelligence (AI) shapes critical decisions in healthcare, finance, law, and beyond, understanding how AI arrives at its conclusions is paramount. "Explainable AI: Demystifying AI Decisions" is an essential guide that unveils the inner workings of AI models, making them transparent and understandable to all.
Authored by experts at the forefront of AI research and application, this book demystifies the complex algorithms that underpin modern AI systems. It introduces readers to the core principles of Explainable AI (XAI) — transparency, interpretability, accountability, and fairness — and illustrates how these principles ensure AI decisions align with ethical standards and regulatory requirements.
Through practical examples and case studies, "Explainable AI" equips readers with the tools to:
- Understand AI Decisions: Explore how AI models make predictions and recommendations, breaking down the process into comprehensible steps.
- Detect and Mitigate Bias: Learn techniques for identifying biases within AI systems and strategies to mitigate them, promoting fairness and equity.
- Enhance Trust and Accountability: Gain insights into how transparency and interpretability foster trust among users, stakeholders, and the broader community.
- Navigate Ethical Challenges: Address ethical considerations in AI development, including privacy, consent, and the societal impact of AI technologies.
"Explainable AI" provides invaluable knowledge and practical guidance. It empowers readers to harness the potential of AI responsibly, ensuring that AI technologies benefit society while upholding ethical standards and transparency.
Related to Explainable AI
Related audiobooks
CHAT GPT: The Dark Side of (AI) Artificial Intelligence: Abuse of Chat GPT or Artificial Intelligence: Weapons of Mass Destruction, Privacy Compromised Rating: 0 out of 5 stars0 ratingsData Analysis for Beginners: The ABCs of Data Analysis. An Easy-to-Understand Guide for Beginners Rating: 0 out of 5 stars0 ratingsAI Ethics Officer - The Comprehensive Guide Rating: 0 out of 5 stars0 ratingsArtificial Intelligence Healthcare Analyst - The Comprehensive Guide Rating: 0 out of 5 stars0 ratingsThe AI State: Governing in the Age of Disruption and Rapid Technological Change Rating: 0 out of 5 stars0 ratingsAI Detective: Solving Crimes with Artificial Intelligence Rating: 0 out of 5 stars0 ratingsTHE NEGATIVE IA THE DARK SIDE OF ARTIFICIAL INTELLIGENCE CHALLENGES AND DANGERS IN THE 21ST CENTURY Rating: 0 out of 5 stars0 ratingsMastering Data Science and Big Data Analytics: Mastering Big Data: Strategies and Tools for Effective Analysis Rating: 0 out of 5 stars0 ratingsKeeping Up with the Quants: Your Guide to Understanding and Using Analytics Rating: 4 out of 5 stars4/5Algorithms for the People: Democracy in the Age of AI Rating: 5 out of 5 stars5/5Clinical Data Manager - The Comprehensive Guide Rating: 0 out of 5 stars0 ratingsThe Shifting Landscape of Tech Careers Rating: 0 out of 5 stars0 ratingsAI - Your New Business Partner Rating: 0 out of 5 stars0 ratingsBrave New Health: AI and the Future of Medicine Rating: 0 out of 5 stars0 ratingsJourney into Data Science and Machine Learning: Data-Driven Decision Making: Harnessing the Power of Machine Learning Rating: 0 out of 5 stars0 ratingsA Guide to Data Science and Analytics: Navigating the Data Deluge: Tools, Techniques, and Applications Rating: 0 out of 5 stars0 ratingsMastering Data Science and Analytics: The Power of Data: From Analysis to Action in the Modern World Rating: 0 out of 5 stars0 ratingsData Science and Big Data: Data Science and Big Data Analytics: Unlocking the Power of Information Rating: 0 out of 5 stars0 ratingsData Science and Analytics Essentials: The Revolution of Decision-Making: Leveraging Data in the Digital Age Rating: 0 out of 5 stars0 ratingsTrustworthy AI: A Business Guide for Navigating Trust and Ethics in AI Rating: 0 out of 5 stars0 ratingsALGORITHMS AND BRAINS A JOURNEY THROUGH AI Building the Future Rating: 0 out of 5 stars0 ratingsDeep Learning: Machine Learning and Data Analytics Explained Rating: 5 out of 5 stars5/5CISSP: 3 in 1- Beginner's Guide + Tips and Tricks + Simple and Effective Strategies to Learn About Information Systems Security Rating: 0 out of 5 stars0 ratingsNew Exam-Based IELTS Task-2 Samples: 50 Authentic Sample Essays Rating: 0 out of 5 stars0 ratingsMachine Learning: Deep Learning, Text Analytics, and Reinforcement Learning with Big Data Rating: 4 out of 5 stars4/5AI Prompting by ChatGPT & The Art of AI by Grok AI: Mastering the Language of Artificial Intelligence Rating: 0 out of 5 stars0 ratingsAI Pharma: Artificial Intelligence in Drug Discovery and Development Rating: 0 out of 5 stars0 ratingsCracking the Code: Introduction to Machine Learning for Novices: Building a Foundation for Artificial Intelligence Rating: 0 out of 5 stars0 ratingsCISM Exam Pass: Certified Information Security Manager Study Guide Rating: 0 out of 5 stars0 ratings
Intelligence (AI) & Semantics For You
2084: Artificial Intelligence and the Future of Humanity Rating: 4 out of 5 stars4/5Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence Rating: 5 out of 5 stars5/5Who's Afraid of AI?: Fear and Promise in the Age of Thinking Machines Rating: 5 out of 5 stars5/5HBR's 10 Must Reads on AI, Analytics, and the New Machine Age Rating: 5 out of 5 stars5/5Four Battlegrounds: Power in the Age of Artificial Intelligence Rating: 5 out of 5 stars5/5Artificial Intelligence: The Complete Beginner’s Guide to the Future of A.I. Rating: 4 out of 5 stars4/5Scary Smart: The Future of Artificial Intelligence and How You Can Save Our World Rating: 5 out of 5 stars5/5Artificial Intelligence For Dummies Rating: 4 out of 5 stars4/5The Year in Tech, 2023: The Insights You Need from Harvard Business Review Rating: 4 out of 5 stars4/5The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World Rating: 5 out of 5 stars5/5T-Minus AI: Humanity's Countdown to Artificial Intelligence and the New Pursuit of Global Power Rating: 4 out of 5 stars4/5ChatGPT: Is the future already here? Rating: 4 out of 5 stars4/5Power and Prediction: The Disruptive Economics of Artificial Intelligence Rating: 4 out of 5 stars4/5Just Prompt It: Incorporating Chat GPT's GPT-4 Into Your Daily Life Rating: 4 out of 5 stars4/5Artificial Intelligence: The Insights You Need from Harvard Business Review Rating: 5 out of 5 stars5/5Architects of Intelligence: The truth about AI from the people building it Rating: 5 out of 5 stars5/5Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World Rating: 5 out of 5 stars5/5The Emperor's New Mind: Concerning Computers, Minds, and the Laws of Physics Rating: 4 out of 5 stars4/5Ways of Being: Animals, Plants, Machines: The Search for a Planetary Intelligence Rating: 5 out of 5 stars5/5Artificial Intelligence, Real Profits: Mastering ChatGPT-4 for Business Marketing Rating: 4 out of 5 stars4/5The Only ChatGPT Book You Will Ever Need (Updated for GPT4): Making Money Online has Become so EASY Rating: 0 out of 5 stars0 ratingsArtificial Intelligence: A Guide for Thinking Humans Rating: 5 out of 5 stars5/5How To: GPT-4 for Financial Freedom: The Entrepreneur's Guide to Thriving in the AI Era Rating: 4 out of 5 stars4/5The Age of AI: Artificial Intelligence and the Future of Humanity Rating: 4 out of 5 stars4/5AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence Rating: 4 out of 5 stars4/5Machine Learning Rating: 4 out of 5 stars4/5Artificial Unintelligence: How Computers Misunderstand the World Rating: 4 out of 5 stars4/5
Reviews for Explainable AI
0 ratings0 reviews