Training Library

Learn cloud computing, test your cloud skills, and understand how to approach and solve business problems with real cloud scenarios across Amazon Web Services, Microsoft Azure, Google Cloud, DevOps, and other cloud ecosystem services. New content and updates are added every month.

New this month in our library

COURSE
NEW
Building AI Agents - Coming soon | GAIAE |
Beginner
Duration: 1 minute
Type: new course; Difficulty: Beginner; Duration: 1 minute; This course has: 1 Unit
COURSE
NEW
LLMOps with Python - Coming soon | GAIAE |
Beginner
Duration: 1 minute
Type: new course; Difficulty: Beginner; Duration: 1 minute; This course has: 1 Unit
COURSE
NEW
Getting ready for your Generative AI and Agent Engineering pathway | GAIAE |
Beginner
Duration: 6 minutes
Type: new course; Difficulty: Beginner; Duration: 6 minutes; This course has: 2 Units

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HANDS-ON LAB
Luke Orellana
Creating DRY Terraform Environments with Terragrunt in Azure
Advanced
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Follow along in this hands-on lab and use Terragrunt to duplicate a Terraform environment and change the environment by modifying a single file.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Creating Loops in Terraform and Scaling Resources in Azure
Intermediate
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Intermediate; Description: Follow along with this hands-on lab and create clean scalable Terraform code by using loops.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Implementing Safeguards for AI Applications With Amazon Bedrock Guardrails
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Configure an Amazon Bedrock Guardrail to ensure safe, responsible interactions with your AI applications in this hands-on lab.; Duration: Up to 30 minutes; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Transforming Data With Apache Spark and Amazon EMR
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use an Amazon Elastic MapReduce (EMR) cluster to transform and aggregate data in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Bhupinder Singh
Using Security Contexts to Secure Kubernetes Clusters
Advanced
Duration: Up to 40 minutes
Author: Bhupinder Singh; Difficulty: Advanced; Description: Practice defense in depth in Kubernetes using the security context security primitive in this lab.; Duration: Up to 40 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Troubleshooting Kubernetes: Cluster Component Failures
Beginner
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Detect, diagnose, and remedy Kubernetes cluster component failures.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon VPC Peering Challenge
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Test your AWS networking skills in this hands-on challenge to create a new VPC peering connection between two existing VPCs.; Duration: Up to 1 hour; Content Topics: Networking, Security, Compute, Content Delivery Networking; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon S3 and AWS Lambda Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your AWS Lambda and Amazon Simple Storage Service (S3) skills to the test in this challenge lab as you are tasked with implementing a CSV processing function.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
COURSE
Carlos Rivas
Terraform for ECS Containers Overview
Intermediate
Duration: 27 minutes and 7 seconds
Author: Carlos Rivas; Difficulty: Intermediate; Duration: 27 minutes and 7 seconds; Content Topics: Deployment; This course has: 7 Units
COURSE
Alana Layton
Observability in AWS
Intermediate
Duration: 19 minutes and 12 seconds
Author: Alana Layton; Difficulty: Intermediate; Duration: 19 minutes and 12 seconds; Content Topics: Development, Monitoring; This course has: 5 Units
COURSE
Stuart Scott
Using AWS Firewall Manager to Centrally Manage Firewall Rules with Multiple Accounts
Intermediate
Duration: 22 minutes and 2 seconds
Author: Stuart Scott; Difficulty: Intermediate; Duration: 22 minutes and 2 seconds; Content Topics: Networking; This course has: 4 Units
COURSE
Will Meadows
Connecting Networks with AWS Transit Gateway
Intermediate
Duration: 22 minutes and 37 seconds
Author: Will Meadows; Difficulty: Intermediate; Duration: 22 minutes and 37 seconds; Content Topics: Networking; This course has: 3 Units
LAB CHALLENGE
Andrew Burchill
Amazon VPC Flow Logs Challenge
Beginner
Duration: Up to 45 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon VPC, Amazon CloudWatch, and Amazon S3 skills to test in this hands-on lab challenge.; Duration: Up to 45 minutes; Content Topics: Networking, Security, Storage; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Deploying a Windows Azure VM using Azure CLI
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: In this lab, you'll learn how to work with Azure CLI to create and manage the Azure resources.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Calculated Systems
Handling Missing Data
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab will walk you through a number of ways to handle missing data including using a default value and building a model to predict the missing data.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Introduction to the Serverless Framework
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand the core components of the Serverless framework, and you will use them to deploy a simple microservice with a single function on AWS.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Luke Orellana
Importing Existing Infrastructure into Terraform in Azure
Beginner
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands on lab and import existing Azure resources into a Terraform configuration to be managed by code.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Create an API with Go and Gorilla Mux
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: This lab shows you how to install and setup a Go-based development environment, allowing you to compile and execute your own Go-based applications.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Andrew Burchill
Using AWS Glue for ETL Workloads
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Glue jobs to perform an Extract, Transform, and Load (ETL) task in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Applied OpenAI Prompt Engineering
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Apply prompt engineering to develop a content categorization system in this lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Jeremy Cook
Working with JShell
Beginner
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab introduces you to JShell, an interactive REPL Java utility.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Logan Rakai
Troubleshooting Kubernetes: Application Failures
Advanced
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Advanced; Description: Detect, diagnose, and remedy Kubernetes application failures.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Combining and Enriching Data with Amazon Managed Workflows for Apache Airflow
Intermediate
Duration: Up to 2 hours
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn about Amazon Managed Workflows for Apache Airflow in this hands-on lab as you create a Directed Acyclic Graph in Apache Airflow.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Parveen Singh
Introduction to Azure Virtual Desktop (AVD)
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Learn the basics of Azure Virtual Desktop and how to create the resource using Azure Portal in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Business Productivity; This hands-on lab has: 5 Lab steps