Machine Learning

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

Machine Learning  |  Business Decision Maker  |  Data Platform Engineer  |  Data Scientist  |  Developer   

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 65+ ML training courses totaling 50+ 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 years of experience building, training, tuning, and deploying ML models using the AWS Cloud with an AWS Certification. 



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.

Pick Your Learning Path

Machine Learning

Business Decision Maker

Demystify machine learning (ML), artificial intelligence (AI), and deep learning (DL)

Machine Learning
Data Platform Engineer

Learn about advanced machine learning machine learning (ML) modeling and artificial intelligence (AI) workloads

Machine Learning
Data Scientist

Dig deep into the math, science, and statistics behind machine learning (ML)

Machine Learning

Learn to integrate machine learning (ML) and artificial intelligence (AI) into tools and applications

The Machine Learning Pipeline on AWS

Learn to use the machine learning pipeline to solve a real business problem in a project-based learning environment.

Exam Readiness: AWS Certified Machine Learning – Specialty

In this half-day, intermediate-level workshop, we will explore the AWS Certified Machine Learning - Specialty exam’s topic areas, show how they relate to machine learning on AWS, and map them to machine learning (ML) and deep learning (DL) foundational areas for future self-study.

Classroom | 4 hours

Digital | 2 hours

Practical Data Science with Amazon SageMaker

Explore real-world use cases with Machine Learning (ML) and using Amazon SageMaker in the new 1-day classroom training course.

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.

Digital | 70 minutes

AWS DeepRacer: Driven by Reinforcement Learning

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

Digital | 90 minutes

Machine Learning for Business Challenges

ML and artificial intelligence is creating new opportunities for organizations. 

Digital | 1 hour