AWS Certified Machine Learning – Specialty
MLS-C01 tests the end-to-end ML workflow on AWS: building data ingestion and transformation pipelines, exploratory analysis and feature engineering, selecting and tuning models, and deploying, monitoring and securing them in production — with a strong focus on Amazon SageMaker and the surrounding AI services.
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Start MLS-C01 examSkills measured
Data Engineering
20%Ingestion with Kinesis and Glue, storage on S3, and building repeatable data pipelines.
Exploratory Data Analysis
24%Cleaning, feature engineering, handling missing data, and visualization.
Modeling
36%Framing the problem, algorithm selection, training, hyperparameter tuning, and evaluation metrics.
ML Implementation and Operations
20%SageMaker deployment, A/B testing, monitoring for drift, scaling, and security.