Description
Product Category: Step-by-Step Guides
Format: PowerPoint
A Step-by-Step Guide to Detecting and Mitigating AI Bias
AI systems have the potential to make decisions with significant societal and business impacts, but they can also perpetuate and amplify biases present in the data or algorithms. Detecting and mitigating AI bias is critical to ensuring that AI-driven outcomes are fair, transparent, and aligned with organizational values. Here is a structured approach to identifying, measuring, and mitigating bias throughout the AI development lifecycle, from data collection to deployment and monitoring.
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