AWS Certified Machine Learning Engineer - Associate (MLA-C01)
Updated December 2025
20Skills
91Videos
1Practice Exam
20h 11mTotal
91 videos1 exam
Course Curriculum
- Premium skill.Getting Started with the AWS ML Ecosystem57m
- Premium skill.Securing Cloud Resources with IAM48m
- Premium skill.Network Protections and Isolation1h 2m
- Premium skill.Data Storage Options in AWS1h 11m
- Premium skill.Database Options on AWS1h 5m
- Premium skill.Data Wrangling Basics with AWS Glue1h 2m
- Premium skill.Advanced Data Handling with AWS Glue55m
- Premium skill.Data Exploration with AWS Glue DataBrew59m
- Premium skill.Setting Up a SageMaker Domain1h 20m
- Premium skill.Labeling and Data Augmentation with SageMaker59m
- Premium skill.Handling Inbound Streaming Data60m
- Premium skill.Creating a Feature Store60m
- Premium skill.Framing Business Problems1h 8m
- Premium skill.Using SageMaker Built-In Algorithms1h 3m
- Premium skill.SageMaker JumpStart and Hyperparameter Tuning55m
- Premium skill.SageMaker Script Mode and Importing Custom Models55m
- Premium skill.Analyzing Bias, Explainability & Drift on AWS1h 7m
- Premium skill.Automating ML Workflows with Pipelines54m
- Premium skill.Cost Optimization Methods for SageMaker47m
- Premium skill.Data Stewardship and Compliance1h 1m
Platform Features
- Expert trainers, not crowd-sourced
- Team reporting & compliance tracking
- Trainerbot in Slack & Mobile
- SSO / SAML integration
Certification
AWS Certified Machine Learning Engineer - Associate
The AWS Certified Machine Learning Engineer - Associate (MLA-C01) certification validates the ability to design, implement, deploy, and maintain machine learning solutions on AWS. It is intended for individuals who perform a development or data scien...
Exam MLA-C01Level ProfessionalDifficulty IntermediateCost $150
machine learningdeep learningAWS servicesdata engineeringmodel deployment
Official certification page Pre-Assessment
Take a skills-gap assessment to evaluate your team's readiness for the AWS Certified Machine Learning Engineer - Associate certification before starting this course.
Coming soon.