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. Named a leader in Gartner's Cloud AI Developer services' Magic Quadrant, AWS is helping tens of thousands of customers accelerate their machine learning journey.

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

See how Convoy, Saildrone, PFF and Duke University use machine learning to innovate (2:14)
ML Services
ML Services

Build, train and deploy machine learning models fast

AI Services
AI Services

Easily add intelligence to your applications

Frameworks
Deep Learning Frameworks

Choice and flexibility with broadest framework support

Learning Tools
Learning Tools

Get hands-on with machine learning

Gettiing Started
Getting Started

Start your machine learning journey

Customers

AI ML Customers
Cerner

"Cerner is proud to drive artificial intelligence and machine learning innovation across a wide range of clinical, financial and operational experiences. Enabled by our collaboration with AWS, we are accelerating scalable innovation for all our clients.”

- Sasanka Are, PhD
Vice President, Cerner

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NFL_logosm

“Machine learning is unlocking potential for us to do more than we otherwise could, in a timely manner with a high degree of confidence”

- Matt Swensson
Vice President of Emerging Products and Technology, NFL

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t-mobile_Customer-Reference_Logo

"T-Mobile’s customers like it when they have a personal, human connection with us. Through AWS machine learning, we can reshape how our customers relate to us."

- Cody Sanford
EVP and CIO, T-Mobile

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Expedia

"AWS is our ML platform of choice, unlocking new ways to deliver on our promise of being the world’s travel platform."

- Matthew Fryer
Vice President and Chief Data Science Officer, Expedia Group

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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.
Amazon SageMaker Studio
SageMaker Studio is the first fully integrated development environment for machine learning, to build, train, and deploy ML models at scale
Amazon SageMaker Autopilot
SageMaker Autopilot is the industry’s first automated machine learning capability that gives you complete visibility into your ML models
Amazon SageMaker Ground Truth
SageMaker Ground Truth provides pre-built workflows and interfaces to build and manage highly accurate training datasets quickly
Amazon SageMaker Neo
SageMaker Neo enables developers to train machine learning models once and run them anywhere in the cloud and at the edge

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

Pre-trained 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.
Advanced text analytics
Use natural language processing to extract insights and relationships from unstructured text
Amazon Comprehend »
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Automated code reviews
Automate code reviews and identify your most expensive lines of code
Amazon CodeGuru »
Chatbots
Easily build conversational agents to improve customer service and increase contact center efficiency
Amazon Lex »
Demand forecasting
Build accurate forecasting models based on the same machine learning forecasting technology used by Amazon.com
Amazon Forecast »
Document analysis
Automatically extract text and data from millions of documents in just hours, reducing manual efforts
Amazon Textract »
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Enterprise search
Add natural language search capabilities to your apps so users can find the information they need more easily
Amazon Kendra »
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Fraud prevention
Identify potentially fraudulent online activities based on the same technology used at Amazon.com
Amazon Fraud Detector »
Image and video analysis
Add image and video analysis to your applications to catalog assets, automate media workflows, and extract meaning
Amazon Rekognition »
Personalized recommendations
Personalize experiences for your customers using machine learning technology perfected from years of use on Amazon.com
Amazon Personalize »
Real-time translation
Expand your reach through efficient and cost-effective translation to reach audiences in multiple languages
Amazon Translate »
Text to speech
Turn text into life-like speech to give voice to your applications
Amazon Polly »
Transcription
Easily add high-quality speech-to-text capabilities to your applications and workflows
Amazon Transcribe »

Machine Learning frameworks - Choice and flexibility with ML frameworks

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 (Amazon machine images), which are fully configured with the latest versions of the most popular deep learning frameworks and tools. Learn more »

TensorFlow logo
PyTorch logo
Apache MXNet 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.

AWS DeepRacer
AWS DeepRacer
Learn about reinforcement learning through autonomous driving with this 1/18th scale race car and an online 3D simulator
AWS DeepLens
AWS DeepLens
Get started with deep learning and computer vision in less than 10 minutes using this deep learning enabled video camera
AWS DeepComposer
AWS DeepComposer
Expand your ML skills by getting hands-on with Generative AI using this musical keyboard

89%

of deep learning projects in the cloud on AWS

Up to 10 times

improvement in data scientists’ productivity

100s

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.