Optimize ML Models and Deploy Human-in-the-Loop Pipelines

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  • 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.