AI Bias Detection and Mitigation
Identify and address biases in artificial intelligence systems to ensure fairness and accuracy.
Some AI models can perpetuate existing social inequalities if not designed with fairness in mind.
This Professional Certificate program equips data scientists, engineers, and analysts with the skills to detect and mitigate AI bias.
Learn how to identify bias in data, algorithms, and models, and develop strategies for mitigation and remediation.
Gain practical knowledge of tools and techniques for detecting and addressing AI bias, including data preprocessing, feature engineering, and model evaluation.
Develop a deeper understanding of the social and ethical implications of AI bias and how to create more inclusive and equitable AI systems.
Take the first step towards creating a more just and equitable AI landscape.