GPU Optimization & Cost Management for AI Workloads
Learn how to run AI inference efficiently on GPUs while controlling cost through batching, autoscaling, quantization, and smart provider choices.
Why GPU Cost Dominates
For AI SaaS, GPU compute is often the largest infrastructure cost. Optimizing it directly protects your margins.
Understanding GPU Utilization
Idle GPUs still cost money. The goal is high utilization: keep the GPU busy with useful work, not waiting.
All lessons in this course
- Microservices Architecture for AI
- Load Balancing & Caching Strategies
- Serverless AI Function Deployment
- GPU Optimization & Cost Management for AI Workloads