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Module 6 · MLOps: Deploying Machine Learning & Deep Learning Models

MLOps Capstone: lessons

One model, from notebook to a monitored cloud service — every part of this track in one project.

2 lessons · 1h 14m

What this module teaches, what it asks of you first and how you practise it are on its syllabus page.

Open the syllabus

  1. Choosing Cloud Infrastructure

    14 min

    Serverless, managed containers or VMs — chosen from three numbers you must know first: request volume, latency budget, and whether a GPU is involved.

    Included with the track

  2. Capstone: Deploy and Monitor

    1h

    One real model, from a tracked training pipeline to a containerised API, CI, a nightly drift job and a runbook — every part of this track in one repo someone else could run.

    Included with the track Simulation inside