Advanced4 missions · ~8 hours
Sentinel Depths
The capstone ML path. Set up Model Monitor for data drift, build CloudWatch ML dashboards with anomaly detection, lock down SageMaker with VPC isolation, and optimize ML costs with spot training and auto-scaling.
Missions in This Path
1
Monitor ML Models with SageMaker Model Monitor
Detect data drift and quality issues with Model Monitor data capture.
40 min
SageMaker
2
CloudWatch ML Dashboard with Anomaly Detection
Build ML observability dashboards with CloudWatch anomaly detection.
30 min
CloudWatch
3
Secure SageMaker with VPC Isolation
Lock down SageMaker endpoints and training with VPC isolation.
35 min
SageMakerVPC
4
Optimize ML Costs with Spot Training
Cut ML training costs with spot instances and endpoint auto-scaling.
30 min
SageMakerCloudWatch
Complete all missions to earn
Sentinel Depths Warden (Platinum)
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