AIRS MLOps LabSecure MLOps Pipeline Workshop

Build, deploy, and secure ML models with AI Runtime Security -- guided by Claude Code

Act 1: Build It

Modules 0-3. Set up your environment, explore ML fundamentals, train a model on Vertex AI, and deploy a live cybersecurity advisor.

Module 4. Deep dive into AIRS Model Security -- scanning, security groups, policies, and the HuggingFace partnership.

Modules 5-7. Integrate AIRS into the pipeline, build and scan threat models, and discover what scanning can't catch.

100 points across 8 modules. Technical checks, comprehension questions, and collaboration bonuses. Track your progress in real time.