Coursera Plus Annual is 40% Off — Ends July 6.

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Google

Responsible AI for Developers: Fairness & Bias

Google via Google Skills

Go to class Write review
CodeSignal Ad

Learn Generative AI, Prompt Engineering, and LLMs for Free

Learn More → Simplilearn Ad

Build GenAI Apps from Scratch — UCSB PaCE Certificate Program

Learn More →

Overview

AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off Coursera Plus Annual.
Unlock All Certificates
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.

Syllabus

  • Course Introduction
    • Course Introduction
  • Introduction to Responsible AI
    • AI & Responsibility
    • Google’s AI Principles
    • Responsible AI Practices
    • Case study: Google Flights
    • Quiz
  • AI Fairness & Bias
    • Overview of Fairness and Bias
    • Identify Bias - TFDV Tool
    • Identify Bias - What-if Tool
    • Identify Bias - TFMA Tool
    • Mitigate Bias - Data Intervention
    • Mitigate Bias - Threshold Calibration
    • Mitigate Bias - Model Remediation
    • Quiz
  • Course Summary
    • Course Summary
    • Reading
  • Course Resources
    • Course Resources
  • Your Next Steps
    • Claim credential

Tags

Reviews

Start your review of Responsible AI for Developers: Fairness & Bias

Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.