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Production AI Systems & LLMOps
Design and deploy production-grade AI systems. Learn about monitoring, evaluation, cost optimization, and operational best practices for LLM-powered applications.
Introduction
Design and deploy production-grade AI systems. Learn about monitoring, evaluation, cost optimization, and operational best practices for LLM-powered applications.
4 Lessons
32h Est. Time
4 Objectives
1 Assessment
By completing this module you will be able to:
✓ Implement monitoring and observability for AI systems
✓ Evaluate and compare model performance in production
✓ Optimize inference costs and latency
✓ Build CI/CD pipelines for AI applications
Lessons
Work through each lesson in order. Each one builds on the concepts from the previous lesson.
1
LLMOps: From Prototype to Production
2
Monitoring, Observability, and Cost Control
3
Scaling AI Applications
4
Building Enterprise AI Platforms
Recommended Reading
Supplement your learning with these selected chapters from the course library.
Essential Guide to LLMOps
Chapters 1-7
LLMOps
Chapters 1-6
LLMs in Enterprise
Chapters 1-5
Module Assessment
Production AI Systems & LLMOps
Question 1 of 3