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Get Started with Machine Learning - No PhD Required

Take your skills and career to the next level by getting started with machine learning (ML).

Whether you are looking to learn ML hands-on, up-level your professional skill set with online courses or connect with other AWS developers, you came to the right place. Choose the path and pace that works for you.

"I come from a regular development background, and because of AWS now I'm working in ML. I don't have a math degree. I don't have a PhD."

Alex Schultz - Machine Learning Software Engineer

Choose your learning path

Build Now

Get started with easy-to-use AI services and a few lines of code. Pick from one of the use cases below and follow the steps to see for yourself. 

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AI-driven social media dashboard
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Check out more AWS AI use cases »
Learn Hands-on

Learn though hands-on exploration with a physical device. Designed for developers of all skill levels to learn ML in a fun, practical way.

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Learn ML though autonomous driving with AWS DeepRacer
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AWS DeepRacer Virtual League
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Learn how to build computer vision apps with AWS DeepLens
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Get ML Certified
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The the same ML courses used to train engineers at Amazon are available for free. When ready, validate your expertise with an industry-recognized credential.

Free on-demand digital training
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Tailored ML Learning Path for Developers
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Get AWS Machine Learning Certified
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"I had a problem that kept occurring, so I thought I’m going to try this. AWS DeepLens got me started with ML quickly."

Ben Hamm, Sr. Product Manager- Technical, AWS



Build your first machine learning model

It's time for the rubber to hit the road! In this free tutorial you’ll learn how to build, train and evaluate an autonomous driving model using AWS DeepRacer and reinforcement learning. You'll be building in a simulated race environment, so no physical AWS DeepRacer car is required. You can use your model to enter the AWS DeepRacer Virtual League for a chance to win an expenses paid trip to AWS re:Invent 2019!

Learning Resources

Online Tech Talks

Join us for online presentations led by AWS solutions architects and engineers covering a range of ML topics and expertise levels.

View ML Tech Talks »
AWS Innovate Online

A free online conference designed to inspire, educate, and help develop skills to design, deploy, and operate infrastructure and applications.

Register now »
10-Minute Tutorials

From Amazon SageMaker to Amazon Rekognition, you can get started with a simple tutorial to get hands-on with an AWS machine learning.

Start learning »
AWS Summits

Coming to a city near you! Attend technical breakout sessions, demonstrations, workshops, and even race on the AWS DeepRacer tracks.

Find an AWS Summit near you »

"General ML techniques can be quite hard to wrap your head around. But, Amazon SageMaker makes it quite easy to get started."  

Rick Fish - AWS DeepRacer League 2019 Champion and co-founder of Jigsaw XYZ

Connect with other AWS Developers

Whether you’re looking for expert advice, informal chats, live event feeds, launch news, or community stories, you’ll find them here.

Help your business leaders understand AI & ML

Your business leaders have heard about artificial intelligence and how it promises to accelerate decision making, reduce operational costs, and give an edge over the competition. But what is it? How can your business benefit from it? What do leaders need to do to get started?

This handy guide outlines the what, why, and how of AI for business leaders. It contains the information they need and links to comprehensive resources to help the organization dive deeper and get started.

Learn how Intel technologies help optimize the performance AWS machine learning devices and services. Learn more »