SOLUTIONS EXPERTISE
- Machine learning models
- Deep learning models
- Feature engineering
- Feature selection
- Automated feature engineering
- Automated feature selection
- Automatic model selection
- Ensemble learning/models stacking
- Models hyper-optimization
Machine learning and Deep learning tools we use
- scikit-learn
- XGBoost
- CatBoost
- LightGBM
- PyTorch
- Keras
- Tensorflow
Machine learning with database technology
- Machine learning with relational VLDB systems
- Apache Spark
- BigDL