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AWS Certified Machine Learning Engineer — Associate (MLA-C01)

AWS Certified Machine Learning Engineer — Associate (MLA-C01)

Data ingestion, SageMaker pipelines, model deployment, and MLOps on AWS.

For: ML engineers targeting the AWS Machine Learning Engineer Associate certification

4.8 · 450 learners · Intermediate ·Starting 2 Aug 2026
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Batch Schedule

Available Batches
Batch Type Schedule Duration Next Start Date Availability
Weekend Sat & Sun, 10am–1pm 10 weeks 2 Aug 2026 Available

Course Curriculum

4 modules · 90 hours · 36 live sessions

Data Ingestion & Storage 8 sessions
  • S3
  • Data lakes
  • Glue
  • Feature Store
  • ETL pipelines
Model Training & Tuning 10 sessions
  • SageMaker training jobs
  • HPO
  • Distributed training
  • Experiments
Deployment & MLOps 10 sessions
  • Endpoints
  • Batch transform
  • Model Monitor
  • Pipelines
  • MLflow
Security & Exam Prep 8 sessions
  • IAM for ML
  • VPC isolation
  • Encryption
  • Practice exams
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Tools You'll Learn

SageMaker S3 Glue Step Functions ECR CloudWatch Bedrock MLflow

Frequently Asked Questions

What ML background is assumed?

Basic ML concepts (training, evaluation, overfitting) are assumed.

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