Advanced scikit-learn test (Advanced)
40 questions · 40 minutes · Free
Custom estimators, imbalanced data, interpretation and production use.
Take the Advanced scikit-learn test
What it covers
- Custom transformers and estimators
- Imbalanced datasets
- Model interpretation (SHAP, permutation)
- Probability calibration
- Persisting and serving models
Interview format
- Questions: 40 questions — 24 multiple choice, 12 multi-answer, 4 predict-the-output
- Time: 40 minutes, timed from the first question
- Difficulty: Advanced
- Skill area: AI & ML
- Price: Free
Earn a certificate
The Advanced scikit-learn test is one of the 7 tests of the ML Engineer: Advanced learning path. Pass it and the other 6 tests at 70% or more and readyforhires issues you a verifiable certificate in your name, with its own code and verify link to share or add to LinkedIn.
Frequently asked questions
- How many questions are in the Advanced scikit-learn test?
- 40 questions (24 multiple choice, 12 multi-answer, 4 predict-the-output), with 40 minutes to answer them.
- What does the Advanced scikit-learn test cover?
- Custom transformers and estimators, Imbalanced datasets, Model interpretation (SHAP, permutation), Probability calibration, Persisting and serving models.
- Is the Advanced scikit-learn test free?
- Yes. It is free to take with a readyforhires account.
- What level is the Advanced scikit-learn test?
- Advanced, in AI & ML.