Week 1: Task 2 (AI Operation Introduction)

3d (edited) • 🤖Ai Community /ذكاء الاصطناعي

AI doesn’t fail because models are weak.It fails because no one knows how to run it in real life.

AI Operations (MLOps) is what keeps AI working after deployment. It covers data quality, controlled training, safe deployment, continuous monitoring, governance, and retraining.

Without AI Operations:

Models degrade silently
Errors go unnoticed
No accountability exists
Compliance and ethical risks increase
Business value drops to zero

Key rule:Data science builds the model.AI Operations keeps it accurate, safe, and useful.

If AI is used in real operations, AI Operations is not optional.

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