Responsible AI for Developers: Fairness & Bias

This course introduces concepts of responsible AI and AI principles. It covers techniques to practically identify fairness and bias and mitigate bias in AI/ML practices. It explores practical methods and tools to implement Responsible AI best practices using Google Cloud products and open source tools.

• Define what is Responsible AI
• Identify Google’s AI principles
• Describe what AI fairness and bias mean
• Explain how to identify and mitigate biases through data and modeling