- Prescriptive Analytics
- Data Storage & Management: Data warehousing, data lakes and database management
- Data Ingestion, integration and data quality management
- Machine Learning
- Data Preprocessing
- Feature Engineering
- Causal Inference
- Time Series Forecasting
- Regression
- Classification
- Clustering
- Data privacy and compliance (GDPR, CCPA)
- Data Cataloging & Metadata Management
- Data Lineage Tracking
- Data Quality Frameworks
- Hyperparameter Tuning
- Cross-Validation
- Model Training & Evaluation
- MLOps
- Model Deployment & Monitoring