Deploy and Optimize Cloud AI Architectures
Completed by KHRYSTYNA TROWBRIDGE
February 27, 2026
1 hours (approximately)
KHRYSTYNA TROWBRIDGE's account is verified. Coursera certifies their successful completion of Deploy and Optimize Cloud AI Architectures
What you will learn
Configure distributed ML training pipelines on Amazon SageMaker using Spot Instances and autoscaling to optimize cost and performance.
Analyze GPU utilization logs and CloudWatch metrics to right-size ML workloads and justify data-driven architecture decisions.
Skills you will gain
- Category: Model Training
- Category: Model Optimization
- Category: Managed Services
- Category: Cost Benefit Analysis
- Category: Data Pipelines
- Category: Cloud Computing Architecture
- Category: Cloud Infrastructure
- Category: Cost Management
- Category: Cloud Management
- Category: Distributed Computing
