AWS Digital and Classroom Training Overview

The only set of training programs and offerings built by the experts at AWS. Learn in-demand cloud skills and best practices you can use right away to advance your career, stay up to date, and innovate in the cloud.

AWS Training and Certification builds your competence, confidence, and credibility through practical cloud skills that help you innovate and build your future. Our content is built by experts at AWS and updated regularly so you’re always learning the latest and keeping your cloud skills fresh.

We offer both digital and classroom training including private on-site training. You can choose to learn online at your own pace or learn from an accredited AWS instructor. Whether you're just starting out, building on existing IT skills, or sharpening your cloud knowledge, AWS Training and Certification can help you be more effective and do more in the cloud.

Get started by exploring free AWS Digital Training and in-depth AWS Classroom Training today.

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Learn in-demand cloud skills from AWS experts.

Free Digital Training

On-demand digital courses that help you learn new cloud skills and services when and where it’s convenient for you. 

Classroom Training

Live classes with accredited AWS instructors who teach you in-demand cloud skills and best practices using a mix of presentations, discussion, and hands-on labs.

Private On-Site Training

In-person classes with accredited AWS instructors that teach in-depth AWS Cloud skills in a private, hands-on environment in a location that's convenient for you.

Close the Cloud Skills Gap with Private On-Site Classroom Training

Cloud transformation is daunting for some organizations because their existing employees often lack the skills and experience to set up, design, and oversee cloud management, strategy, and implementation. Download this ebook to learn how private on-site classroom training can help close this skills gap.

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Amazon SageMaker: Build an Object Detection Model Using Images Labeled with Ground Truth

Intermediate | 70 minutes

In this course we’ll join Dr. Denis Batalov, worldwide AI/ML Tech Leader, as he shows you how to implement a machine learning pipeline using Amazon SageMaker and Amazon SageMaker Ground Truth. 

Data Analytics Fundamentals

Foundational | 3.5 hours

In this self-paced course, you will learn about the process for planning data analysis solutions and the various data analytic processes that are involved. This course takes you through five key factors that indicate the need for specific AWS services in collecting, processing, analyzing, and presenting your data.

Alexa for Developers

Foundational | 2 hours

Learn to build, test, publish, and certify Amazon Alexa skills with the Alexa Skills Kit (ASK). This course covers core skills, ASK Software Development Kit (SDK) concepts, and ASK integration with other AWS services. Learn the difference between designing a voice-user interface (VUI) versus web or mobile apps.

AWS Security Fundamentals (Second Edition)

Foundational | 2 hours

In this self-paced course, you will learn fundamental AWS cloud security concepts, including AWS access control, data encryption methods, and how network access to your AWS infrastructure can be secured. We will address your security responsibility in the AWS Cloud and the different security-oriented services available.

AWS DeepRacer: Driven by Reinforcement Learning

Foundational | 90 minutes

This course is designed to give you hands-on experience with reinforcement learning (RL) by helping you build, train and deploy models in AWS DeepRacer so you can compete in the official AWS DeepRacer League.


AWS Cloud Practitioner Essentials (Second Edition)

Foundational | 4.5 hours

In this fundamental-level course, you’ll gain an overall understanding of AWS Cloud, independent of specific technical roles. It provides a detailed overview of cloud concepts, AWS services, security, architecture, pricing, and support. This course also helps you prepare for the AWS Certified Cloud Practitioner exam.

Getting Started with Amazon Simple Storage Service (S3)

Intermediate | 35 minutes

This intermediate self-paced course introduces you to Amazon S3 and provides you with the knowledge to determine when to use Amazon S3 by reviewing typical use cases and understanding how the service provides object storage for your applications. You explore the basics of Amazon S3 including buckets, objects, and storage classes.

Internet of Things Foundation Series

Intermediate | 7 hours

The Internet of Things (IoT) Foundation Series comprises a set of courses that offer a broad experience across IoT Core and its associated services. Each class in the series is centered around a scenario where a fictitious customer has a business challenge. The information and activities in the class provide the knowledge and skills to overcome this challenge.

Architecting on AWS

Intermediate | 3 days

This course shows you the fundamentals of building IT infrastructure on the AWS platform. You learn how to optimize the AWS Cloud by understanding AWS services and how they fit into cloud-based solutions. You explore best practices and design patterns to help you architect optimal IT solutions on AWS, then build and explore a variety of infrastructures through guided, hands-on activity.

AWS Technical Essentials

Foundational | 1 day

AWS Technical Essentials introduces you to AWS products, services, and common solutions. It provides you with fundamentals to become more proficient in identifying AWS services so that you can make informed decisions about IT solutions based on your business requirements and get started working on AWS.

Developing on AWS

Foundational | 3 days

Learn how to use the AWS SDK to develop secure and scalable cloud applications. Explore how to interact with AWS using code and also learn about key concepts, best practices, and troubleshooting tips. 

Advanced Architecting on AWS

Advanced | 3 days

Building on concepts introduced in Architecting on AWS, this course covers how to build complex solutions which incorporate data services, governance, and security on AWS.  

Migrating to AWS

Intermediate | 2 days

Migrating to AWS focuses on planning and migrating existing workloads to the AWS Cloud. The course covers various cloud migration strategies with a detailed discussion on each phase of the migration process, including portfolio discovery, application migration planning and design, migration execution, and post-migration validation and application optimization.  

Advanced Developing on AWS

Advanced | 3 days

This course covers advanced development topics such as architecting for a cloud-native environment; deconstructing on-premises, legacy applications and repackaging them into cloud-based, cloud-native architectures; and applying the tenets of the Twelve-Factor Application methodology. 

Build Your Machine Learning Skills with AWS Free Digital Training

AWS has the broadest and deepest set of machine learning (ML) and AI services for your business. Get started, and build your ML skills with one of our free digital courses below.

Learn more about ML training

What is Machine Learning?

Foundational | 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. 

ML Building Blocks: Services and Terminology

Foundational | 40 minutes

This courses clarifies both the machine learning stack and the terms and processes that will help you build a good foundation in machine learning. You’ll explore the AWS ML stack through application use cases, platform services, frameworks, interfaces, and infrastructure.

Demystifying AI/ML/DL

Foundational | 45 minutes

After taking this set of courses, you’ll understand how Artificial Intelligence (AI) led to Machine Learning (ML), which then led to Deep Learning (DL).

Machine Learning Security

Intermediate | 30 minutes

At AWS, security is the highest priority. Take this training and learn about AWS products and services that enable you to secure your applications and environments with specific topics detailing NACLs, security groups, AWS identity and access management, and encryption key management.