An operational course for teams self-hosting an open weight model in production: sizing hardware from parameter count and precision, the real quality trade-off in quantisation, choosing and tuning a serving stack for throughput, building a true cost-per-token model, deployment topology from private cloud through fully air-gapped, the local runner pattern for keeping sensitive data in your own environment, and the ongoing operational discipline of monitoring, safe updates and quality regression evaluation. You will finish with a reusable deployment decision checklist.
Nothing. Every course, exam, and certificate on the catalog is free — including retakes. All you need is a free Safeguard account.
None. The flagship course, Safeguard Certified Practitioner, is a beginner-level course — basic familiarity with how software is built helps, but every exam question is answerable from the lessons themselves.
You can retake it after a 24-hour cooldown, as many times as you need. Retakes are free, and each attempt draws a fresh random set of questions.
The Safeguard Certified Practitioner credential is valid for 24 months from issue. The expiry date is printed on the certificate and shown live on its public verification page. Renewing means passing the current exam again.
