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MLA-C01

AWS Certified Machine Learning Engineer – Associate

AWS Certified Machine Learning Engineer – Associate validates technical ability to implement machine learning workloads in production and to operationalize them. It is AWS's current ML engineering credential, introduced as the successor to the retired Machine Learning – Specialty exam.

Associate32 hoursVirtual & On-site

Learning path options

Self Study

Self-paced online study, at your own pace

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In-Person Training

On-site delivery across Qatar and the GCC

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Live Online Training

Instructor-led and delivered live online

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Why attend

  • Validates the ability to take ML workloads to production and operationalize them, not just build models
  • Spans the roles modern ML delivery involves: backend developers, DevOps and data engineers, MLOps engineers, and data scientists
  • AWS's successor credential to the retired Machine Learning – Specialty exam

Who should attend

  • Practitioners with at least 1 year of experience using Amazon SageMaker and other ML engineering AWS services, per the ideal-candidate profile
  • Backend software developers, DevOps engineers, data engineers, MLOps engineers, and data scientists

What you'll learn

  • Implement machine learning workloads in production on AWS
  • Operationalize and maintain ML solutions once deployed
  • Work effectively with Amazon SageMaker and the surrounding ML engineering services
  • Prepare for the MLA-C01 exam with exam-style practice

Examination

Exam MLA-C01 (Associate): 130 minutes, 65 questions, at a Pearson VUE testing center or online proctored. Offered in English, Japanese, Korean, and Simplified Chinese.

Certification

  • Valid for 3 years; recertify by passing the latest version of the exam
  • Succeeds the AWS Certified Machine Learning – Specialty exam, which AWS retired on March 31, 2026
  • The certification and exam are issued by Amazon Web Services (AWS); DAI provides the training

Build this capability across your teams.

DAI Consultancy delivers AWS Certified Machine Learning Engineer – Associate as a corporate cohort — in-person, virtual, or hybrid — structured around your organization's objectives.