655: AI ROI: How to get a profitable return on an AI-project investment
Super Data Science: ML & AI Podcast with Jon Krohn
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Importance of Transparent Models in AI
The chapter delves into the significance of transparent models in AI, specifically focusing on explainable AI tools like Lime and Shapp. It explores the challenges in achieving transparency, especially in industries like healthcare, and discusses the trade-offs between using simple and complex machine learning models in projects. The speakers emphasize the need to balance model accuracy with interpretability and involve stakeholders in decision-making for optimal outcomes.
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