beginnerCertificateFree
Responsible AI: Applying AI Principles with Google Cloud
by Google Cloud Team · Google Cloud
4.4(3,200 reviews)
50K+ enrolled8 hoursUpdated 2024-09
What You'll Learn
Understand the fundamentals and key concepts of responsible AI
Apply responsible AI techniques to solve real-world problems
Understand the fundamentals and key concepts of AI ethics
Apply AI ethics techniques to solve real-world problems
Understand the fundamentals and key concepts of fairness in AI
Apply fairness in AI techniques to solve real-world problems
About This Course
Understand Google's AI principles and apply responsible AI practices in ML projects using fairness and explainability tools.
Curriculum
Module 1: Responsible AI3 lessons
- Introduction to responsible AI
- Responsible AI in Practice
- Hands-on Exercise: Responsible AI
Module 2: AI ethics3 lessons
- Introduction to AI ethics
- AI ethics in Practice
- Hands-on Exercise: AI ethics
Module 3: Fairness in AI3 lessons
- Introduction to fairness in AI
- Fairness in AI in Practice
- Hands-on Exercise: Fairness in AI
Module 4: Google Cloud3 lessons
- Introduction to Google Cloud
- Google Cloud in Practice
- Hands-on Exercise: Google Cloud
Instructor
Google Cloud Team
Instructor at Google Cloud
Pros & Cons
Pros
- Completely free to access
- Offers a certificate of completion
- High-quality video lectures
- Taught by Google Cloud Team
Cons
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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