AWS Certified Machine Learning Engineer - Associate

In a nutshell

This certification validates your ability to build, deploy, and manage machine learning (ML) solutions using AWS services like SageMaker. It’s designed for professionals with hands-on experience in the ML lifecycle—from data prep to model monitoring.

This course is available as part of a Personal Learning Account (PLA). PLA is an initiative from the Welsh Government which offers people the chance to access free, part-time courses with flexible and convenient learning that fits around their existing lifestyle (subject to eligibility).

This course is for...

… anyone aged 19+, living in Wales and in employment. The usual salary limit of £34,303 does not apply to this course.

...professionals who are already dabbling—or deep—in the world of ML and cloud

... Machine Learning Engineers, Software Engineers or Developers, Technical Professionals etc.

Course content

This course is delivered by virtual classroom. Virtual classrooms are equivalent to face-to-face classroom courses, but delivered in an online environment.

Course Duration: 3 Days

Throughout the course you will learn the following:

• Data Preparation
• Model Development
• Deployment and Orchestration
• Monitoring, Maintenance and Security

Entry Requirements

Requires two or more years of experience developing, architecting, and running ML or deep learning workloads on AWS

You will need access to internet, a windows computer and webcam/microphone.

Additional information

The PLA programme intends to provide quality career advice and guidance to participants before, during and after their learning.

Prior to being enrolled onto your PLA funded course, an individual learning plan will be discussed with you to ensure that the right learning has been considered.

This will include a general discussion on the following topics:

• formal education or qualifications in related fields
• prior experience within the industry or field
• career aspirations
• dedication of time required