, Notebooks) for ingestion and ELT, leveraging Key Vault for secrets management. Implement schema drift handling, incremental...
updates and application releases. Monitor latency, cost, and model drift with MLflow, Weights & Biases, or custom dashboards... endpoints. Reduction in manual workflows replaced by AI features. Model performance tracked and stable (accuracy, drift, false...
dashboards and alerting for data quality, latency, and model drift. Collaborate with researchers to translate hypotheses...
. Implement sophisticated monitoring for our production models to track performance, detect data/concept drift, and measure...
Spark, Ray, or Dask. Operationalize model tracking, versioning, and drift detection using DVC, model registries, and ML...
Product including costsavings Evaluate & Restore Hand-Over Profession ENG milestone to anticipate drift Pilot points...