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AWS Certified Machine Learning Engineer (Associate)

Build, deploy, and operationalise real-world machine learning solutions on AWS with industry-recognised certification.

AWS

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Key summary:

Online

Instructor-led

2 - 4 months

Intermediate level

Certification

Overview

Empower Innovation Through Machine Learning

Master the skills to design, deploy, and manage machine learning systems on AWS. This course prepares you for real-world ML engineering roles and AWS certification success.

What you will learn

Deploy and operationalise machine learning workloads on AWS.

Optimise model training for performance and cost.

Secure and monitor production ML systems.

Prepare for the AWS Certified Machine Learning Engineer (Associate) exam.

Languages and tools covered

AWS

AWS S3

AWS Cloudwatch

AWS Lambda

AWS Sagemaker

Python

Modules

Explore our world-class curriculum

Module 1:

Foundations of Machine Learning on AWS

Understand ML concepts, AWS ML services, and the basics of SageMaker

Module 2:

Building and Training ML Models

Learn to build, train, and fine-tune machine learning models using AWS tools.

Module 3:

Deploying and Operationalising ML Solutions

Deploy models into production, monitor workloads, and implement MLOps best practices.

Module 4:

Preparing for Certification and Career Success

Review exam topics, practice exam questions, and build strategies for certification and job readiness.

Meet our course creators

Darren Chiu

Technical Consultant

Anthony Chiu

Software Engineer

Peter Chow

Technical Engineer

Enrol

Apply through our programme

Study this course by joining our exclusive sponsored programme, where we train you with in-demand skills and get you a career placement with our top hiring partners!

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Careers

We will help you boost your career

Navigate tech career opportunities with the help of our Career Services team. Get valuable insights on interview skills, CV preparation, and building a professional portfolio - we will be the bridge between you and your future employers.

We have built relationships with hiring managers at top companies across the region, creating a robust employer pipeline for TalentLabs grads. Our team is constantly advocating for our graduates and helping you to secure your dream job.

Hear from our graduates

Goh Jia Ean

The course materials were comprehensive, yet easy to follow. And with the help of TalentLabs, I managed to secure a placement in Nielsen!

Lee Wynn Hann

TalentLabs's programme provided me with all the fundamental knowledge and skills that I needed to kick-start my career in tech.

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