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AWS Certified Machine Learning Engineer (Specialty)

Validate your expertise in building, training, and deploying scalable machine learning solutions with AWS — and lead the future of AI.

AWS

Key summary:

Online

Instructor-led

2 - 4 months

Advanced level

Certification

Overview

Unlock Machine Learning with Cloud

Master the skills to design, train, optimise, and deploy machine learning models on AWS. This course prepares you for advanced ML engineering roles and AWS Machine Learning (Specialty) certification.

What you will learn

Design and architect end-to-end machine learning solutions on AWS.

Train, optimise, and tune machine learning models for performance.

Deploy production-ready ML systems following AWS best practices.

Prepare confidently for the AWS Certified Machine Learning (Specialty) exam.

Languages and tools covered

AWS

AWS S3

AWS EC2

AWS Cloudwatch

AWS Lambda

AWS Sagemaker

Python

Modules

Explore our world-class curriculum

Module 1:

Designing Machine Learning Solutions on AWS

Learn to design secure, scalable, and cost-optimised ML architectures using AWS services.

Module 2:

Building and Training Machine Learning Models

Master the process of developing, training, and tuning ML and deep learning models on AWS.

Module 3:

Deploying and Operationalising ML Workloads

Explore best practices for deploying, monitoring, and securing ML models in production environments.

Module 4:

Exam Preparation and Certification Readiness

Strengthen your exam strategy with practice questions, domain reviews, and certification tips for success.

Meet our course creators

Darren Chiu

Technical Consultant

Anthony Chiu

Software Engineer

Peter Chow

Technical Engineer

Enrol

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.