Objectives
- Orchestrate model training and deployment with TFX and Cloud AI Platform. ?Operate deployed machine learning models effectively and efficiently. ?Perform continuous training using various frameworks (Scikit Learn, XGBoost, PyTorch) and orchestrate pipelines using Cloud Composer and MLFlow.
- Integrate ML workflows with upstream and downstream data management workflows to maintain end-to-end lineage and metadata management.