GenAI Ops: Running Powerful Generative AI Systems

Übersicht

Organizations deploying generative AI at scale face complex challenges spanning governance, infrastructure, security, and cost management that traditional IT approaches can't solve. This comprehensive program equips you with the end-to-end operational skills to run powerful GenAI systems reliably, securely, and cost-effectively in production environments.

You'll develop expertise across the complete GenAI operations lifecycle:

optimizing model performance through governance frameworks and ensemble methods, deploying resilient AI systems with automated rollback capabilities, architecting scalable cloud infrastructure across multi-cloud environments, implementing zero-trust security with compliance validation, and maintaining high-performance operations while controlling costs through intelligent automation. Through hands-on projects using real enterprise scenarios, you'll build monitoring dashboards for AI performance drift, create infrastructure-as-code templates for secure deployments, design cost optimization models that reduce cloud spending by 30%, and establish governance workflows that balance innovation velocity with regulatory compliance.

These practical skills prepare you for leadership roles as GenAI platform engineers, AI operations managers, and enterprise architects who ensure AI systems deliver business value while meeting security, compliance, and performance standards at scale.

Lehrplan

• Course 1: Optimizing and Governing AI Systems
• Course 2: Deploying and Maintaining Production AI Systems
• Course 3: Architecting Scalable Cloud AI Infrastructure
• Course 4: Securing AI Data and Applications
• Course 5: Optimizing AI System Operations and Costs
• Course 6: Career Development for GenAI Ops

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Unterrichtet von

Professionals from the Industry

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Fachgebiete

Artificial Intelligence