Cheat Sheets

Quick reference guides for last-minute exam prep.

Available Cheat Sheets

Cheat Sheet	Description
Services Comparison	When to use which service
SageMaker Instance Types	Instance selection guide
Exam Tips	Final prep tips and tricks

Quick Facts

Exam Details

• Code: MLA-C01
• Duration: 170 minutes
• Questions: 65 (50 scored + 15 unscored)
• Passing Score: 720/1000

Domain Weights

Domain	Weight	Focus
Domain 1	28%	Data Preparation
Domain 2	26%	Model Development
Domain 3	22%	Deployment & Orchestration
Domain 4	24%	Monitoring & Security

Key Numbers to Remember

Item	Value
Real-time endpoint timeout	60 seconds
Async endpoint timeout	15 minutes
Real-time payload limit	6 MB
Async payload limit	1 GB
Serverless memory options	1024-6144 MB
Spot training savings	Up to 90%
Savings Plans savings	Up to 64%

Core Service Mappings

Task	Primary Service
ML Training	SageMaker
GenAI	Bedrock
ETL	Glue
Streaming	Kinesis
Encryption	KMS
Secret Storage	Secrets Manager
Monitoring	CloudWatch
Audit Logging	CloudTrail