Scikit-learn Expert Practitioner Certification
Issued by
Probabl
The Scikit-learn Expert Practitioner Certification attests to mastery in advanced machine learning techniques applied to business challenges. It includes custom loss functions, feature selection, data wrangling, and model interpretability with partial dependence plots and permutation importance. Candidates demonstrate proficiency in calibration, creating custom estimators, and diagnosing models, reflecting deep expertise in building and refining complex ML solutions.
- Type Certification
- Level Advanced
- Time Years
- Cost Paid
Skills
- Algorithm development
- Autonomous Research
- Business Applications
- Critical Thinking
- Data Preprocessing
- Data Visualization
- Ensemble Models
- Feature Selection
- Innovative Solutions
- Linear Models
- Machine Learning (ML)
- Model Deployment
- Model Diagnostics
- Neighbor-based Models
- Python Programming
- Scikit-learn (Sklearn)
- Scoring Metrics
- Strategic Planning
- Strategic Vision
- Tree-based Models
Earning Criteria
-
passed a 120 minutes exam with both practical and theoretical questions based on business use cases (+70% final grade).
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assessed on Kryterion's WebAssessor