Certification Overview
Associate certification validating skills in using Oracle Autonomous Database for machine learning workflows, from data preparation to model deployment.
Key Competencies
Oracle Machine Learning
- OML notebooks and environment
- SQL-based ML workflows
- PL/SQL integration
- Model management
Data Preparation
- Data exploration and analysis
- Feature engineering in SQL
- Data transformation
- Sampling techniques
Model Building
- AutoML capabilities
- Algorithm selection
- Model training
- Hyperparameter tuning
Model Deployment
- In-database scoring
- Real-time predictions
- Batch scoring
- REST API deployment
Integration
- Oracle Analytics Cloud
- APEX applications
- External tools
- Export and import models