Certification preparation
Learn at your own pace with exam-style practice tests, detailed explanations and study guides. Pick a certification and walk into the real exam with confidence.
Certification preparation helps you build confidence with focused study materials and practice tests before you book your official exam.
Browse by topic
Continue learning
Pick up where you started
All certifications
AWS Certified Machine Learning Engineer – Associate
The AWS Certified Machine Learning Engineer – Associate (MLA-C01) exam validates a candidate’s ability to build, operationalize, deploy, and maintain machine learning solutions and…
What you’ll learn
- Data Preparation for Machine Learning (ML)
- ML Model Development
- Deployment and Orchestration of ML Workflows
- ML Solution Monitoring, Maintenance, and Security
Practice tests
Exam-style questions with explanations and timed simulation.
Study guide
Download the guide included with this certification pack.
About this exam
The AWS Certified Machine Learning Engineer – Associate (MLA-C01) exam validates a candidate’s ability to build, operationalize, deploy, and maintain machine learning solutions and pipelines on the AWS Cloud. It assesses skills in data preparation, model development, workflow orchestration, and solution monitoring and security. The exam is practical‑focused, emphasizing hands‑on experience with Amazon SageMaker and related services.









