Optimize ML Models and Deploy Human-in-the-Loop Pipelines
- Week 1: Advanced model training, tuning and evaluation
- Train, tune, and evaluate models using data-parallel and model-parallel strategies and automatic model tuning.
- Week 2: Advanced model deployment and monitoring
- Deploy models with A/B testing, monitor model performance, and detect drift from baseline metrics.
- Week 3: Data labeling and human-in-the-loop pipelines
- Label data at scale using private human workforces and build human-in-the-loop pipelines.