AWS Machine Learning Blog

Now Available: New Digital Training to Help You Learn About Machine Learning and Artificial Intelligence on AWS

AWS Training and Certification recently released free digital training courses that will make it easier for you to build your cloud skills and learn about machine learning (ML) and artificial intelligence (AI). This includes new courses like Introduction to Deep Learning and Introduction to Amazon SageMaker.

You can get free and unlimited access to more than 100 new digital training courses built by AWS experts at It’s easy to access our ML and AI digital training. Just select the “Artificial Intelligence” category on our Find Training page to browse. You can also search for training for specific services using the keyword filter.

Recommended training

Just getting started or looking to learn about a new service? Check out the following digital training courses:

AWS Machine Learning Services Overview (5 minutes)
This course introduces Amazon Machine Learning and Artificial Intelligence tools that enable capabilities across frameworks and infrastructure, machine learning platforms, and API-driven services.

Introduction to Machine Learning (10 minutes)
This course introduces you to machine learning concepts and the role data plays. We explore use cases, discuss an innovative way to build smart applications, and review the AWS frameworks and services you can use for machine learning.

Introduction to Artificial Intelligence (10 minutes)
In the course, we discuss what AI is and why it is important, and take a brief look at machine learning and deep learning (DL)—which are subsets of AI—and describe how Amazon uses AI in its products.

Introduction to Deep Learning (20 minutes)
In the course, we discuss the AWS services available for DL and walk through a case study of an AWS customer who is innovating with DL.

Introduction to Amazon Lex (10 minutes)
This course introduces you to Amazon Lex, including how to create a bot and deploy it to different chat services. We also review use cases for the service.

Introduction to Amazon Polly (10 minutes)
In this course, we cover how Amazon Polly can be used to translate text information into life-like speech. Several use cases for Amazon Polly are described, along with a brief demonstration of the service in action.

Introduction to Amazon Rekognition (10 minutes)
An introduction to Amazon Rekognition and its usage in image and facial analysis and recognition. Several use cases showcasing different solutions are covered in this video.

Introduction to Amazon SageMaker (10 minutes)
This course provides an overview of Amazon SageMaker, a fully managed service that enables data scientists and developers to quickly and easily build, train, and deploy machine learning models.

Introduction to AWS Greengrass (10 minutes)
This course is an introduction to AWS Greengrass, which lets you run local compute, messaging, data caching, and sync capabilities for connected devices in a secure way. You can build machine learning models in the cloud and execute their inference at the edge.

Introduction to Amazon Comprehend (10 minutes)
This course introduces you to Amazon Comprehend, a new AWS service that helps with natural language processing. In this course, we discuss how Amazon Comprehend solves challenges like the exponential growth of unstructured text, explore the service’s five main capabilities, and review some popular use cases.

Go deeper with classroom training

Want to learn more? Enroll in classroom training to learn best practices, get live feedback, and hear answers to your questions from an instructor.

Deep Learning on AWS (1 day)
This course introduces you to cloud-based deep learning solutions on AWS. The training details how deep learning is useful and explains its different concepts. This course also teaches you how to run your models on the cloud using Amazon Elastic Compute Cloud (Amazon EC2)-based Deep Learning Amazon Machine Images (AMIs) and the MXNet framework.

More Training Coming in 2018

We’re always evaluating and expanding our training portfolio, so stay tuned for more training options in the new year. You can always visit us at to explore our latest offerings.