Optimizing AI System Operations and Costs

About this course

Optimize AI system operations through automation, cost management, and data governance for enterprise-scale efficiency. This course teaches you to automate maintenance workflows, analyze cloud spending, and implement systematic data governance to keep AI systems performing at peak efficiency while controlling costs. You will build self-healing playbooks with Ansible, create predictive cost models, and design automated data onboarding pipelines that ensure compliance with GDPR and industry regulations. Develop practical skills in incident management, financial modeling, and metadata analysis. By the end of this course, you will be able to automate operational workflows, optimize cloud spending, enforce compliant data practices, and demonstrate readiness for senior operations roles in AI-driven organizations.