The bridge between 'we built a model' and 'the model is in production and trustworthy'. This course covers packaging models, CI/CD for machine learning, monitoring for drift, and the responsible-AI checks every deployment should clear before it touches customers.
HRD Corp SBL-Khas Claimable
Model Packaging
Turning a notebook into a deployable artefact — containers, APIs and reproducible environments.
CI/CD for ML
Automating test, build and deploy for models, and how ML pipelines differ from software pipelines.
Monitoring & Drift
Tracking performance in production, detecting data and concept drift, and knowing when to retrain.
Responsible-AI Checks
Bias, explainability, logging and governance gates before and after a model goes live.
Training Mode Physical / Online / Hybrid / e-learning
HRD Corp SBL-Khas Claimable
Duration 2 Days
Training Hours 9:00 AM to 5:00 PM
Level Intermediate to Advanced
Certificate None — Orbix own course. Delivered as an HRD Corp claimable workshop with an Orbix certificate of completion.
