UCUCEST · 2026

Engineering · UCAP pathway

Machine Learning Engineering

Take machine-learning workloads from experiment to dependable, monitored service.

6

Modules

Labs · walkthroughs

Format

In development

Status

The curriculum

What this pathway covers.

  1. 01

    Data pipelines and feature work

  2. 02

    Training workflows

  3. 03

    Experiment tracking

  4. 04

    Model packaging and serving

  5. 05

    Monitoring and drift

  6. 06

    Model operations

Curriculum in development

This pathway's outline is live. Interactive in-browser labs, guided terminal walkthroughs, the capstone skill assessment and the UC certificate open as the course is built out, the way the Penetration Testing and Exploit Development pathways already are. Cohort dates, admissions, exam rules and certificate criteria will be published before enrolment opens.

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