Machine Learning on AWS

Putting machine learning in the hands of every developer

AWS offers the broadest and deepest set of machine learning services and supporting cloud infrastructure, putting machine learning in the hands of every developer, data scientist and expert practitioner. AWS is helping more than one hundred thousand customers accelerate their machine learning journey.

Explore machine learning services that fit your business needs, and learn how to get started.

An Overview of AI and Machine Learning Services From AWS
ML Services
ML Services

Build, train and deploy machine learning models fast

AI Services
AI Services

Easily add intelligence to your applications

Industry Specific Solutions
Industry Specific Solutions

AI Services for Healthcare and Industrial customers

ML Infrastructure
ML Infrastructure

High performance, cost-effective, scalable infrastructure

Deep Learning Frameworks

Choice and flexibility with the broadest framework support

Gettiing Started
Getting Started

Start your machine learning journey


AI ML Customers
View all customers »

Explore AWS Machine Learning services

Amazon SageMaker - Build, train, and deploy machine learning models fast

Amazon SageMaker is a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy ML models at scale. It removes the complexity from each step of the ML workflow so you can more easily deploy your ML use cases, anything from predictive maintenance to computer vision to predicting customer behaviors.

AI Services - Easily add intelligence to applications. No machine learning skills required

AI Services provide ready-made intelligence for your applications and workflows to help you improve business outcomes - based on the same technology used to power Amazon’s own businesses. You can build AI-powered applications without any machine learning expertise.

Automated data extraction and analysis

Business metrics analysis


Language AI

Code and DevOps


From detecting abnormal machine behavior with sensor data to improving operations with computer vision, these purpose-built AI services help industrial customers transform their business – no machine learning experience required.


HIPAA-eligible services that use machine learning to unlock the potential of health data.

Machine Learning Infrastructure – scalable, high performance, and cost-effective

AWS provides the broadest and deepest portfolio of ML infrastructure services with a choice of processors and accelerators to meet your unique performance and budget needs. Amazon EC2 P4d instances provide the highest performance for ML training in the cloud with the latest NVIDIA A100 Tensor Core GPUs coupled with first in the cloud 400 Gbps instance networking. P4d instances are deployed in hyper scale clusters, called EC2 UltraClusters, offering supercomputer-class performance for the most complex ML training jobs. For inference, Amazon EC2 Inf1 instances, powered by AWS Inferentia chips, provide high performance and lowest cost inference in the cloud. Learn more »

Machine Learning frameworks and libraries - Choice of frameworks and toolkits, optimized for AWS

Choose from TensorFlow, PyTorch, Apache MXNet, and other popular frameworks to experiment with and customize machine learning algorithms. You can use the framework of your choice as a managed experience in Amazon SageMaker or use the AWS Deep Learning AMIs and Deep Learning Containers, which are fully configured with the latest versions of the most popular deep learning frameworks and open source toolkits, optimized for performance on the AWS network and infrastructure. For example, Amazon SageMaker now provides an optimized Hugging Face transformers library providing 38% performance improvement over the open source implementation. Learn more »

TensorFlow logo
PyTorch logo
Apache MXNet logo
Huggine Face logo

Learning tools - Get hands-on with machine learning

Explore the portfolio of educational devices designed for developers of all skill levels to learn the fundamentals of machine learning in fun, practical ways.


of deep learning projects in the cloud on AWS

Up to 10 times

improvement in data scientists’ productivity


of algorithms and models on AWS marketplace

Accelerate your machine learning journey

Engage with Amazon Machine Learning Solutions Lab

Engage With Amazon Experts

The Amazon Machine Learning Solutions Lab pairs your team with Amazon machine learning experts to build new machine learning solutions for your business 

Build new machine learning skills in your organization

Build ML Skills In Your Organization

Build new machine learning skills in your organization using the same curriculum we use at Amazon - be it business executives, data scientists or app developers.

Choose your AWS Machine Learning partner

AWS DeepRacer League

Expand your ML skills by competing in the world’s first global, autonomous racing league, and win prizes as well as a chance to advance to the Championship Cup.