Albert School 2026-2027

MLOps

Slides for each session. Open the deck in your browser, or download the PDF to print and annotate.

Sessions

  1. 0
    Introduction to MLOps 20 Oct 2026
    Slides
  2. 1
    MLFlow + DVC 20 Oct 2026
    Slides PDF
  3. 2
    Docker + GitHub actions 23 Oct 2026
    uv reminder GitHub actions
  4. 3
    APIs 27 Oct 2026
  5. 4
    Four-layer monitoring 2 Nov 2026
  6. 5
    Drift detection & retraining 3 Nov 2026
  7. 6
    Kubernetes 4 Nov 2026
  8. 7
    Course wrap-up 5 Nov 2026