Machine Learning

Built on the AWS Cloud. Developed for Amazon developers and engineers.

Start Training on Machine Learning with AWS

Dive deep into the same machine learning (ML) curriculum used to train Amazon’s developers and data scientists. We offer 30+ digital ML courses totaling 45+ hours, plus hands-on labs and documentation, originally developed for Amazon's internal use. Developers, data scientists, data platform engineers, and business decision makers can use this training to learn how to apply ML, artificial intelligence (AI), and deep learning (DL) to their businesses unlocking new insights and value. Validate your learning and your years of experience in machine learning on AWS with a new certification.

Now Available: AWS Certified Machine Learning - Specialty Exam

Validate your ability to build, train, tune, and deploy machine learning models using the AWS Cloud.



Free Digital Training

Start building your ML skills with on-demand, flexible digital training—available now at no cost.


Tailored Learning Paths

Take training designed to fit your specific ML goals with one of our four learning paths. We also created a path designed to help developers and data scientists prepare for our ML certification.


Get AWS Certified

The AWS Certified Machine Learning - Specialty certification was created by AWS experts and validates in-demand skills required to build and tune data models. Differentiate yourself and your organization in this growing field.

Amazon SageMaker: Build an Object Detection Model Using Images Labeled with Ground Truth

Learn how to implement a machine learning pipeline using Amazon SageMaker and Amazon SageMaker Ground Truth.

AWS DeepRacer: Driven by Reinforcement Learning

Build, train, and deploy models to develop your core ML skills.

Machine Learning for Business Challenges

ML and artificial intelligence is creating new opportunities for organizations. 

Math for Machine Learning

Access the same machine learning training previously used to train Amazon's developers. 

The Elements of Data Science

Go deep into the data science behind ML and AI.

Building a Dynamic Conversational Bot

Use Amazon Lex to build conversational interfaces using voice and text.