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AWS Certified Machine Learning - Specialty (ACMLS)

The AWS Certified Machine Learning - Specialty certification is intended for individuals who perform a Development or Data Science role. It validates a candidate's ability to design, implement, deploy, and maintain machine learning solutions for given business problems.

Abilities Validated by the Certification

  • Select and justify the appropriate ML approach for a given business problem.
  • Identify appropriate AWS services to implement ML solutions.
  • Design and implement scalable, cost-optimized, reliable, and secure ML solutions.


Recommended AWS knowledge:

  • One to two years of experience developing, architecting, or running ML/deep learning workloads on the AWS Cloud
  • The ability to express the intuition behind basic ML algorithms
  • Experience performing basic hyperparameter optimization
  • Experience with ML and deep learning frameworks
  • The ability to follow model-training best practices
  • The ability to follow deployment and operational best practices