To-learn:

• Continuous monitoring for ML / LLM models
• https://roadmap.sh/mlops

Notes

Experiment Tracking

Data Versioning

Model Serving

Pipelines

Tools

Data Version Control (DVC)

MLflow

KServe

Kubeflow