When to use this page: practical step-by-step tutorials to get you running your first interactive, batch, and Jupyter jobs on the ML Cloud.

Hands-On Tutorials

This section contains practical tutorials to get you started:

• Interactive Jobs — Get started on the cluster: run your first GPU job and learn how to set up environments with Conda and Singularity
• Jupyter Notebooks — Run notebooks on GPU nodes, with kernel setup for Singularity
• Batch Jobs — Submit jobs that run unattended: single scripts, job arrays, and monitoring

---

Last update: August 24, 2026
Created: March 5, 2026