Coursera Plus Annual is 40% Off — Ends June 29.

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

Google Cloud

Responsible AI for Developers: Fairness & Bias

Google Cloud via Coursera

Go to class Write review

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
    • This module introduces the course structure and objectives.
  • Introduction to Responsible AI
    • This module provides an overview of Responsible AI, covering Google’s AI Principles and sub-topics of Responsible AI. Also, this provides actual case studies of Responsible AI in Google products.
  • AI Fairness & Bias
    • This module focuses on AI Fairness and Bias. It provides various techniques and tools to identify and mitigate biases through data and modeling.
  • Course Summary
    • This module provides a summary of the entire course by covering the most important concepts, tools, and technologies.
  • Course Resources
    • Student PDF links to all modules

Taught by

Google Cloud Training

Reviews

4.7 rating at Coursera based on 18 ratings

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.