Amazon Web Services


The AWS Certified Machine Learning – Specialty (MLS-C01) exam is intended for individuals who perform an artificial intelligence/machine learning (AI/ML) development or data science role. The exam validates a candidate’s ability to design, build, deploy, optimize, train, tune, and maintain ML solutions for given business problems by using the AWS Cloud.


The exam also validates a candidate’s ability to complete the following tasks:

  • 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


The AWS Certified Developer – Associate (DVA-C01) exam is intended for individuals who perform a developer role. The exam validates a candidate’s ability to do the following:

  • Demonstrate an understanding of core AWS services, uses, and basic AWS architecture best practices
  • Demonstrate proficiency in developing, deploying, and debugging cloud-based applications by using AWS


The AWS Certified Solutions Architect – Associate (SAA-C02) exam is intended for individuals who perform in a solutions architect role. The exam validates a candidate’s ability to design secure and robust solutions by using AWS technologies.


The exam also validates a candidate’s ability to complete the following tasks:

  1. Design a solution by using appropriate AWS services and by following architectural principles based on requirements
  2. Provide implementation guidance based on best practices to the organization throughout the workload lifecycle



The AWS Certified Cloud Practitioner (CLF-C01) exam is intended for individuals who can effectively demonstrate an overall knowledge of the AWS Cloud independent of a specific job role. The exam validates a candidate’s ability to complete the following tasks:

  • Explain the value of the AWS Cloud
  • Understand and explain the AWS shared responsibility model
  • Understand security best practices
  • Understand AWS Cloud costs, economics, and dddbilling practices
  • Describe and position the core AWS services, including compute, network, databases, and storage
  • Identify AWS services for common use cases