What Is Explainable AI

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Explainable AI allows users to understand how an AI model makes predictions or comes to results. Learn more about what explainable AI is, how to apply popular explainable AI techniques (such as LIME, Grad-CAM, and occlusion sensitivity), and why explainable AI is important when selecting an AI model. • Explainable AI is particularly useful when using models that are not inherently explainable, such as deep learning models. Explainable AI helps ensure that an AI model is functioning as intended and is very relevant in safety-critical industries, where AI models must be highly reliable and trustworthy. • Check out all of our videos about using AI with MATLAB and Simulink: • AI with MATLAB and Simulink • Learn more: • Deep Learning Visualization Methods: https://bit.ly/3SBy5I7 • What Is Interpretability?: https://bit.ly/3lWbNj7 • What Is Explainable AI?: https://bit.ly/41BZ4pW • Explainable AI (XAI): Are We There Yet?: https://bit.ly/4bs6LUm • Explainable AI (XAI): Implement Explainability in Your Work: https://bit.ly/48PmtqX • #explainableai • -------------------------------------------------------------------------------------------------------- • Get a free product trial: https://goo.gl/ZHFb5u • Learn more about MATLAB: https://goo.gl/8QV7ZZ • Learn more about Simulink: https://goo.gl/nqnbLe • See what's new in MATLAB and Simulink: https://goo.gl/pgGtod • © 2024 The MathWorks, Inc. MATLAB and Simulink are registered trademarks of The MathWorks, Inc. • See www.mathworks.com/trademarks for a list of additional trademarks. Other product or brand names may be trademarks or registered trademarks of their respective holders.

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