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 | GAIAE |
Beginner
Duration: 1 minute
Type: new course; Difficulty: Beginner; Duration: 1 minute; This course has: 1 Unit
COURSE
NEW
LLMOps with Python | 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: 2 minutes
Type: new course; Difficulty: Beginner; Duration: 2 minutes; This course has: 2 Units

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HANDS-ON LAB
Calculated Systems
Evaluating Model Predictions for Regression Models
Intermediate
Duration: Up to 43 minutes
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab walks you through building several multivariate linear regression models using different prediction variables and evaluating the models' predictions.; Duration: Up to 43 minutes; Content Topics: Machine Learning; This hands-on lab has: 4 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon CloudWatch Metric Filtering Challenge
Beginner
Duration: Up to 50 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon CloudWatch skills to the test in this hands-on challenge lab as you are tasked with creating a metric filter and an alarm.; Duration: Up to 50 minutes; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Andrew Burchill
AWS CloudFormation Stack Update Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Passing Outputs Between Terraform Modules with Terragrunt in Azure
Advanced
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Learn advanced Terraform techniques by reducing the blast radius of critical infrastructure using Terragrunt to deploy an environment with separate Terraform states.; 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 in Azure
Advanced
Duration: Up to 40 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 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Building Azure ML Pipelines using the Azure Machine Learning SDK
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Luke Orellana; Difficulty: Intermediate; Description: In this lab, use Azure's Machine Learning SDK to build an ML Pipeline to train and deploy a model.; Duration: Up to 1 hour and 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Logan Rakai
Practice Effective DevOps with Azure DevOps
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to use Azure Boards, Azure Repos, and Azure Pipelines to practice effective DevOps in this lab.; Duration: Up to 2 hours; Content Topics: DevOps; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Logan Rakai
Perform a SQL Injection (SQLi) Attack
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 30 minutes; Content Topics: Security; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Using Aurora RDS With an Amazon Bedrock Knowledge Base
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to configure a custom vector store for use with an Amazon Bedrock Knowledge Base in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Security, Artificial Intelligence, Databases; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Troubleshooting Amazon Athena Queries
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn how to use and troubleshoot Amazon Athena SQL queries 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
Parveen Singh
Exploring Azure Question Answering Service (QnA Maker)
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to use the Azure Question Answering Service (QnA Maker) to create a knowledge base and integrate it with a chatbot.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Ben Lambert
Introduction to Git
Beginner
Duration: Up to 2 hours and 30 minutes
Author: Ben Lambert; Difficulty: Beginner; Description: Git has become the distributed database that facilitates DevOps. Learn to use the world's most popular version control system in this hands-on lab.; Duration: Up to 2 hours and 30 minutes; Content Topics: Development, DevOps; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Andrew Burchill
Configuring Access to AWS KMS Keys
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to allow and restrict access to AWS KMS keys using key policies and grants in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Andrew Burchill
Implementing a Searchable Amazon S3 Data Lake
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Glue with AWS Lambda and Amazon S3 to create an efficient searchable data lake 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
Andrew Burchill
Routing Amazon VPC Traffic Through a Network Appliance
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to route incoming public internet traffic through a network appliance in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking, Security, Compute; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Processing Streaming Metadata using Amazon Kinesis Data Streams
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Amazon Kinesis Data Streams with Amazon API Gateway and AWS Lambda 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
Daniel Wood
Troubleshooting Kubernetes: Cluster Node Failures
Advanced
Duration: Up to 30 minutes
Author: Daniel Wood; Difficulty: Advanced; Description: Detect, diagnose, and remedy Kubernetes cluster node failures.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Daniel Wood
Troubleshooting Kubernetes: Cluster Access Issues
Advanced
Duration: Up to 30 minutes
Author: Daniel Wood; Difficulty: Advanced; Description: Detect, diagnose, and remedy cluster access issues.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Cross-account access in AWS
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn first-hand about cross-account access in AWS in this lab.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Adil Islam
Creating Users in Microsoft Entra ID
Beginner
Duration: Up to 1 hour and 15 minutes
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to create new users in Microsoft Entra ID in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon S3 and Amazon Athena Challenge
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Put your Amazon S3 and Amazon Athena skills to the test as you are tasked with securing a data analysis solution.; Duration: Up to 1 hour; Content Topics: Analytics, Security, Storage; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Implementing DNS-based Traffic Routing with Azure Traffic Manager
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to create a Traffic Manager profile and set up routing methods for endpoints in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Networking; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
Amazon EKS - Observability with Prometheus and Grafana
Intermediate
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this lab, you'll learn how to integrate Prometheus and Grafana monitoring applications together into an effective and cohesive monitoring solution.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Jun Fritz
Working with Case Statements in Your Shell Scripts
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Apply your knowledge of case statements for decision making in your shell scripts with this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Operating System; This hands-on lab has: 4 Lab steps