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

HANDS-ON LAB
Paul Thomas
NEW
Introduction to Agentic AI on Google Cloud
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Paul Thomas; Type: new hands-on lab; Difficulty: Beginner; Description: Introduction to Agentic AI on the Google Cloud Platform using Vertex AI Studio and Agent Designer.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 6 Lab steps
COURSE
NEW
AI Guardrails
Beginner
Duration: 16 minutes and 35 seconds
Type: new course; Difficulty: Beginner; Duration: 16 minutes and 35 seconds; This course has: 10 Units
COURSE
NEW
Ethics, risk, and responsibility
Beginner
Duration: 11 minutes and 36 seconds
Type: new course; Difficulty: Beginner; Duration: 11 minutes and 36 seconds; This course has: 4 Units

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HANDS-ON LAB
Jeremy Cook
Performing a Kubernetes Deployment using ConfigMaps and Helm
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Duration: Up to 2 hours and 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Richard Beck
OWASP Exercises: SQL Injection
Intermediate
Duration: Up to 1 hour
Author: Richard Beck; Difficulty: Intermediate; Description: This lab shows how to manage the security level of a DVWA application and how to perform a SQL injection to a DVWA application.; Duration: Up to 1 hour; Content Topics: Security attacks; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Logan Rakai
Using SageMaker Notebooks to Train and Deploy Machine Learning Models
Intermediate
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll use a SageMaker notebook to learn how to write Python code to prepare data, train and deploy models, and use them for real-time inference.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Templeton
Governing AWS accounts with AWS Config and AWS CloudTrail
Intermediate
Duration: Up to 1 hour
Author: Andrew Templeton; Difficulty: Intermediate; Description: Learn how to configure resources in AWS Config and AWS CloudTrail to monitor, audit, and report account activity in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Management, Security, Monitoring; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Define and Deploy Resources with Google Cloud Deployment Manager
Intermediate
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will use the GCP Cloud Deployment Manager service to create a template and then use it in the configuration you will deploy. You will also use Jinja for defining a template and YAML for the configuration.; Duration: Up to 45 minutes; Content Topics: Management, Deployment; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Matt Martinez
Developing with the Cosmos DB Core API and Change Feed
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Matt Martinez; Difficulty: Intermediate; Description: In this Lab, you will learn how to manage Cosmos DB using the Azure Portal and Azure CLI as you integrate Azure Functions with Cosmos DB change feed triggers to buy and sell fictitious stocks.; Duration: Up to 1 hour and 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Run SQL Queries and Analyze Data with Google Cloud SQL
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will create two tables in a SQL PostgreSQL database, perform operations on them, monitor the resources usage and test that the atomicity property is respected by the database.; Duration: Up to 1 hour and 15 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Build and Deploy a Container Application with Google Cloud Run
Intermediate
Duration: Up to 40 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will build a Docker image using Cloud Build and then you will deploy the application using Cloud Run, monitoring it and getting audit logs.; Duration: Up to 40 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Logan Rakai
Back Up and Restore VMs with Azure Backup
Beginner
Duration: Up to 2 hours and 15 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: In this hands-on lab, you will learn the key concepts of Azure Backup.; Duration: Up to 2 hours and 15 minutes; Content Topics: Management, Storage; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Matt Martinez
Create and Configure Load Balancers in Microsoft Azure
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Matt Martinez; Difficulty: Beginner; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Connect to Google Compute Engine (GCE) Linux VM Instances Using SSH
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: This lab will show you two methods for connecting to Linux VM instances over SSH.; Duration: Up to 45 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jeremy Cook
Dynamic Programming with Python
Beginner
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab shows you how to exploit various Python language features to produce code that is clear, concise, readable and maintainable.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
Pythonic Programming
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: This Lab shows you how to exploit various Python language features to produce code that is clear, concise, readable and maintainable.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Evaluating Generative AI Models Using Amazon Bedrock
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Amazon Bedrock to run an automated model evaluation in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Storage, Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Connect Azure Virtual Networks with VNet-to-VNet VPN Connections
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 2 hours; Content Topics: Networking; This hands-on lab has: 8 Lab steps
LAB CHALLENGE
Logan Rakai
Configure Azure Virtual Networks Challenge
Beginner
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: In this lab challenge, you'll use your Azure networking knowledge to configure Virtual Networks to allow two virtual machines to communicate with each other.; Duration: Up to 45 minutes; Content Topics: Networking; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Exploring Azure Computer Vision Solution and Vision Studio
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to use Azure Computer Vision to perform various tasks such as text recognition, object detection, and image analysis using Azure Portal and Vision Studio.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Luca Casartelli
Respond to Events with Google Cloud Run Functions
Beginner
Duration: Up to 40 minutes
Author: Luca Casartelli; Difficulty: Beginner; Description: This Lab teaches you how to use Cloud Run functions, introducing you to all of the key concepts and trade-offs that you need to understand to work effectively with Cloud Run functions.; Duration: Up to 40 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Use AWS Fargate for Serverless Deployment of Container Applications
Intermediate
Duration: Up to 2 hours
Author: Stefano Cascavilla; Difficulty: Intermediate; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Java Wrappers, Enums, and Dates
Beginner
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab provides you with exposure to primitive wrappers, enumerations, and date times when developing with the Java programming language.; Duration: Up to 2 hours; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Java Language Essentials
Beginner
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab provides you with exposure to arrays, fields, language statements, loops, string manipulation, and subclassing when developing with the Java programming language.; Duration: Up to 2 hours; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Java Language Basics
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab introduces you to the basics of the Java programming language, requiring you to complete guided coding exercises.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
Create a Jenkins CICD pipeline to publish build results into Jira
Intermediate
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this lab, you will launch a Jenkins and Jira CICD and issue management environment using Docker containers on a provided EC2 instance.; Duration: Up to 2 hours; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Logan Rakai
Create and Manage Workflows with Azure Logic Apps
Beginner
Duration: Up to 1 hour and 10 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: In this lab, you'll how to create workflows in Azure Logic Apps using variables and controls to develop complex workflows while integrating external services.; Duration: Up to 1 hour and 10 minutes; Content Topics: Development; This hands-on lab has: 6 Lab steps