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
Getting ready for your Machine Learning course | AIML |
Beginner
Duration: 5 minutes
Type: new course; Difficulty: Beginner; Duration: 5 minutes; This course has: 2 Units
HANDS-ON LAB
Paul Thomas
NEW
Multi-Step AI Workflow with Azure Functions
Beginner
Duration: Up to 2 hours
Author: Paul Thomas; Type: new hands-on lab; Difficulty: Beginner; Description: This lab takes an agentic AI approach using Azure Function. The function integrates with OpenAI and CosmosDB to categorize a customer complaint and store the result in CosmosDB.; Duration: Up to 2 hours; Content Topics: Microsoft Azure; This hands-on lab has: 7 Lab steps
COURSE
NEW
AWS Cost Management Fundamentals
Beginner
Duration: 3 minutes
Type: new course; Difficulty: Beginner; Duration: 3 minutes; This course has: 1 Unit

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HANDS-ON LAB
Logan Rakai
Mastering Kubernetes Pod Configuration: Service Accounts
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll master Kubernetes Pod configuration to provide Pods with identities to harden your Kubernetes application deployments; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Observability: Logging
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll learn about logging primitives in Kubernetes as well as how to extend the platform to use external logging systems.; Duration: Up to 45 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Observability: Monitoring, and Debugging
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll learn about monitoring primitives in Kubernetes as well as how to extend the platform to use external monitoring systems.; Duration: Up to 45 minutes; Content Topics: Monitoring, Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Burchill
Tracing Java Applications with AWS X-Ray
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: AWS X-Ray helps you analyze your applications, learn how to instrument Java applications using the AWS Cloud9 and AWS X-Ray in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Development, Monitoring; This hands-on lab has: 8 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon VPC Implementation Challenge
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Put your foundational cloud networking skills to the test in this hands-on challenge lab as you implement an Amazon VPC.; Duration: Up to 1 hour; Content Topics: Networking, Security; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Using EC2 Spot Instances
Beginner
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Beginner; Description: In this lab, you will learn how to create EC2 spot instances, how they can be used in AWS, and how to handle instance interruptions.; Duration: Up to 2 hours; Content Topics: Storage, Compute; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Luke Orellana
Getting Started with PowerShell
Beginner
Duration: Up to 30 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Get started using PowerShell by learning how to create a PowerShell script and use the built-in help system.; Duration: Up to 30 minutes; Content Topics: Development, Management; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Using Terraform Remote State in Azure
Beginner
Duration: Up to 43 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands on lab and configure remote state for Terraform configurations using an Azure Storage Account.; Duration: Up to 43 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Creating Reusable Infrastructure with Terraform Modules in Azure
Beginner
Duration: Up to 45 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along in this hands-on lab and create reusable infrastructure that can be versioned and tested with Terraform modules.; Duration: Up to 45 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Using Provisioners with Terraform in Azure
Beginner
Duration: Up to 30 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Discover the use case of Terraform provisioners and learn when to use them in Terraform configurations.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Introduction to Azure Machine Learning Studio
Beginner
Duration: Up to 2 hours and 15 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: In this lab, use Azure's Machine Learning Studio to build an ML Pipeline to train and deploy a model.; Duration: Up to 2 hours and 15 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Starting a Highly Available Graph Database With Amazon Neptune
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will create a DB subnet group, a Neptune Database, and you will perform some SPARQL commands.; Duration: Up to 1 hour and 15 minutes; Content Topics: Databases; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Luke Orellana
Testing Terraform Code with Terratest
Advanced
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Develop a test to validate a Terraform module using Terratest, a popular Golang library for testing Terraform code.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Keeping Terraform Remote State DRY with Terragrunt
Advanced
Duration: Up to 30 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Learn how to use Terragrunt to create separate Terraform environments with a remote state following DRY principles.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Aggregating Data with Amazon Managed Streaming for Apache Kafka (MSK)
Beginner
Duration: Up to 2 hours
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to aggregate data using Amazon Managed Streaming for Apache Kafka in this Hands-On lab.; Duration: Up to 2 hours; Content Topics: Analytics; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Eric Magalhães
Expanding EBS Volumes on Linux Instances
Beginner
Duration: Up to 45 minutes
Author: Eric Magalhães; Difficulty: Beginner; Description: Learn to increase the storage space of an existing EBS volume without losing the data on the volume in this hands-on lab on expanding EBS Volumes on Linux Instances.; Duration: Up to 45 minutes; Content Topics: Storage, Operating System; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Luke Orellana
Deploying and Configuring Azure Firewall
Beginner
Duration: Up to 55 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands-on lab and learn how to deploy and configure Azure Firewall and create route tables.; Duration: Up to 55 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Automate Image Labeling with Amazon Rekognition
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to implement object detection on every new image uploaded on Amazon S3.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Andrew Burchill
Preparing to Migrate Servers with the Application Discovery Service
Beginner
Duration: Up to 2 hours
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you'll install the AWS Application Discovery agent on a server, verify it's collecting data, and you'll query the collected data with Amazon Athena.; Duration: Up to 2 hours; Content Topics: Migration; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Deploying AWS Infrastructure with Terraform
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Get started on your DevOps journey and learn how to build infrastructure on AWS using Terraform.; Duration: Up to 45 minutes; Content Topics: DevOps, Deployment; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Constructing Regular Expression Character Classes
Beginner
Duration: Up to 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will learn about the character classes and quantifiers elements of Regular Expressions, and use them to match patterns in text.; Duration: Up to 30 minutes; Content Topics: Development; This hands-on lab has: 2 Lab steps
LAB CHALLENGE
Stefano Cascavilla
Google Cloud Scaling Applications Challenge
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Demonstrate your Infrastructure skills for highly available and scalable applications by performing tasks required to set up a Compute Engine infrastructure in this lab challenge.; Duration: Up to 1 hour and 30 minutes; Content Topics: Google Cloud Platform; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Luke Orellana
Terraform Deploy AWS Infrastructure Challenge
Beginner
Duration: Up to 1 hour
Author: Luke Orellana; Difficulty: Beginner; Description: In this lab challenge, you will put your infrastructure development skills to the test. You will be tasked with deploying an EC2 instance using Terraform by editing a partial Terraform configuration to include deploying the EC2 resource.; Duration: Up to 1 hour; Content Topics: Deployment; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Collecting Log Data with Kinesis Agent and Querying with Amazon Athena
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the Amazon Kinesis Agent application to collect log files and learn how to use AWS Glue and Amazon Athena to query the log data.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps