Coursera
Certificate
0
Responsible AI for Developers: Fairness & Bias
About this course
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.
C
67/100
CourseAsk score
- What the provider tells you
- 31/45
- Who stands behind it
- 20/35
- How complete the listing is
- 16/20
Scores how much the provider publishes and who stands behind it — not how well it is taught.
What you'll learn
- identify sources of unfairness and bias in AI/ML models
- apply metrics and tests to evaluate model fairness
- use Google Cloud AI tools to detect and reduce bias
- implement open‑source frameworks for responsible AI governance
Course objectives
- understand core concepts of responsible AI and ethical principles
- learn practical steps for bias detection and mitigation
- gain hands‑on experience with cloud‑based and open‑source tools for fairness
Artificial Intelligence
#google cloud
#machine learning
#ethical ai
#responsible ai
#open source tools
#fairness
#ai best practices
#ml
#ai principles
#bias
#bias detection
#bias mitigation
#ai ethics
#google cloud ai
#model auditing
#ai governance
$49.00
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