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AWS Certified Machine Learning Engineer Associate: Hands On!

Practice exam included! Master MLA-C01 / ME1-C01 AWS Machine Learning Engineer Exam: SageMaker, Bedrock, and AI Skills.

4.5 ★★★★★40,160 studentsCreated by Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer, Frank KaneLast updated Dec 7, 2025🌐 English

What you'll learn

✓Prepare confidently for the AWS Certified Machine Learning Engineer Associate exam.

✓Understand and apply key AWS machine learning services like SageMaker, Bedrock, and more.

✓Perform data preparation, feature engineering, and data validation for ML models.

✓Master hyperparameter tuning, model training, and deployment strategies on AWS.

✓Implement CI/CD pipelines and automation for scalable machine learning workflows.

✓Secure, monitor, and optimize AWS ML infrastructure for performance and cost-efficiency.

Requirements

•This course is ideal for individuals with at least one year of experience using Amazon SageMaker and other AWS services for machine learning. A background in data engineering, DevOps, or software development, along with a basic understanding of machine learning algorithms and cloud infrastructure, is recommended.