COGoogle Cloud · on Coursera
Responsible AI: Applying AI Principles with Google Cloud
Beginner 8 hours English Course Certificate
Our recommendation
A Google Cloud Coursera course on responsible AI — defining fairness in ML systems, detecting and mitigating bias in datasets and models, making models interpretable, and applying Google's AI principles. Accessible and principle-led, a solid grounding for anyone who builds or governs AI and wants to do it responsibly.
Skills you'll gain
Responsible AIFairnessBias mitigationInterpretabilityAI ethicsGoogle Cloud
Is this course right for you?
A good fit if you…
You build or govern AI
You want responsible-AI principles
You want an accessible course
Consider something else if you…
You want deep fairness engineering
You want policy/legal detail
You already apply responsible AI
About this course
This Google Cloud course covers responsible AI principles and practices: defining fairness in ML systems, detecting and mitigating bias in datasets and models, making models interpretable, and applying Google's seven AI principles.
What you'll learn
Define and measure fairness in ML systems across different criteria
Identify and mitigate bias in training data and model predictions
Apply explainability techniques including SHAP and integrated gradients
Use Google's What-If Tool for fairness and performance analysis
Apply Google's responsible AI principles to real development decisions
This course includes
8h
On-demand video
Yes
Certificate
Yes
Mobile access
English
Language
What it costs
You can audit the course free on Coursera. A certificate needs a Coursera subscription (about $49/month) or Coursera Plus, with financial aid available.
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Prices & availability can change — confirm on the provider's site. We're not affiliated with any single provider.
Is the certificate recognised?
A Google Cloud certificate on Coursera is a credible learning record. It is a course certificate rather than a professional qualification or degree.
Instructor
GC
Google Cloud Teaching Staff
Coursera instructor
80K+ learners10 courses4.6 instructor rating
Developed by Google Cloud's AI education team, drawing on Google's internal responsible AI practices and research from Google Brain.
About this provider
CO
Coursera
University-backed online learning platform. 142M learners, 7,000+ courses from 325+ institutions.
Frequently asked questions
Fairness in ML, detecting and mitigating bias, interpretability, and Google's AI principles.
Yes — you can audit it free on Coursera; the certificate needs a subscription or Coursera Plus.
It is accessible and principle-led rather than deep fairness engineering.
Anyone who builds or governs AI and wants to do it responsibly.
A few hours.