Free certificate
Advanced
Kaggle Learn: Machine Learning Explainability
Sign up to see the source
Learn to explain what a model has learned with permutation importance, partial dependence plots and SHAP values, so you can trust and justify its decisions. Finish the exercises for a free certificate of completion.
Who can apply
Anyone with a free •••• account. Basic machine learning is assumed.
Study references · 5 free resources to prepare
- Kaggle Learn: Intro to AI Ethics Sign up to see the source · Course · Beginner
- Introduction to Responsible AI Sign up to see the source · Course · Beginner
- Ethics of AI Sign up to see the source · Course · Beginner
- People + AI Guidebook Sign up to see the source · Document · Beginner
- Fairness and Machine Learning: Limitations and Opportunities Sign up to see the source · Book · Advanced
Sign up free to see the official page
It takes a minute with your email. AiTeky Pass (₹999/month or ₹9,999/year) is free for your first 30 days.