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This 13-minute lecture from NPTEL-NOC IITM provides practical hands-on instruction for detecting, mitigating, and evaluating bias in machine learning systems. Learn essential techniques for identifying biased outcomes, implementing strategies to reduce bias, and properly assessing the effectiveness of bias mitigation approaches. Access additional lecture materials through the provided Google Drive link to enhance your understanding of bias management in AI applications.
Syllabus
Bias Handson Part 2
Taught by
NPTEL-NOC IITM