meta.json

{
  "module": {
    "number": 5,
    "title": "Model Monitoring"
  },
  "units": [
    {
      "number": 1,
      "title": "Monitoring for ML-based services",
      "youtube": "https://www.youtube.com/watch?v=gMiT11Bp05A"
    },
    {
      "number": 2,
      "title": "Setting up the environment",
      "youtube": "https://www.youtube.com/watch?v=VkkpVXW53bo"
    },
    {
      "number": 3,
      "title": "Creating a prediction service and simulating traffic",
      "youtube": "https://www.youtube.com/watch?v=umQ3Mo5G1o8"
    },
    {
      "number": 4,
      "title": "Realtime monitoring walktrough (Prometheus, Evidently, Grafana)",
      "youtube": "https://www.youtube.com/watch?v=r_m4VFEJ8yY"
    },
    {
      "number": 5,
      "title": "Batch monitoring walktrough (Prefect, MongoDB, Evidently)",
      "youtube": "https://www.youtube.com/watch?v=KefdYuue_FE"
    },
    {
      "number": 6,
      "title": "Homework",
      "youtube": ""
    }
  ]
}