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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LAB CHALLENGE
Logan Rakai
Introduction to Java Challenge
Beginner
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Beginner; Description: This lab challenge will help you confirm your knowledge in topics covered in the Introduction to Java learning path.; Duration: Up to 1 hour; Content Topics: Development; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Create a Voting Web App using React
Intermediate
Duration: Up to 1 hour and 45 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: This lab shows you how to install and set up a React-based development environment, allowing you to compile and execute your own React-based web applications.; Duration: Up to 1 hour and 45 minutes; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Daniel Wood
CKA Practice Exam: Storage
Intermediate
Duration: Up to 1 hour
Author: Daniel Wood; Difficulty: Intermediate; Description: Prepare for the Storage domain of the Certified Kubernetes Administrator (CKA) exam in this lab with exam-like tasks and a solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 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
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
Adil Islam
Organizing Code Using Azure Repos in Azure DevOps
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Adil Islam; Difficulty: Beginner; Description: Level up your DevOps skills and learn how to use Azure Repos, part of the Azure DevOps suite, to version control your code in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: DevOps; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Getting Started with Amazon Simple Notification Service
Beginner
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you'll be introduced to Amazon Simple Notification Service (SNS). Get started today!; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 8 Lab steps
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
HANDS-ON LAB
Calculated Systems
Evaluating Binary Classification Models
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab will walk you through building several binary classification models using different model methodologies and then comparing the model predictions using evaluation tools.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Calculated Systems
Testing Your Models in the Real World
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: How do you know that your models will do a good job making predictions on new, unseen data? This lab will discuss the fundamentals.; Duration: Up to 1 hour; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Calculated Systems
Capturing New Knowledge from Your Data
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Calculated Systems; Difficulty: Intermediate; Description: In this lab, you'll learn how to utilize SQL aggregate functions and utilize complex functions, and learn how to get complex insights from your data.; Duration: Up to 1 hour and 15 minutes; Content Topics: SQL; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Calculated Systems
Working With Complex Rest APIs
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: This lab will dive into understanding GET, POST, DELETE, and PATCH HTTP verbs and will teach you to use Python to interact with an REST API.; Duration: Up to 1 hour; Content Topics: Web; This hands-on lab has: 2 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
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
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
HANDS-ON LAB
David Bedford
Azure Virtual Networks, Virtual Machines & Network Security Groups
Beginner
Duration: Up to 2 hours and 30 minutes
Author: David Bedford; Difficulty: Beginner; Description: Virtual Networks, Virtual Machines, Network Security Groups; Duration: Up to 2 hours and 30 minutes; Content Topics: Networking; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Andrew Burchill
Moderating Content with Amazon Bedrock
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Amazon Bedrock to moderate textual content as a part of a content processing system 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
Jun Fritz
Enhancing Generative AI Models With Retrieval-Augmented Generation (RAG)
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn the fundamentals of Retrieval-Augmented Generation (RAG) and how to enhance the accuracy of generative AI models in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Securing Azure Web App Application Settings using Key Vault Secrets
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to securely access web application settings by storing secrets in the Azure Key vault in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Parveen Singh
Manage, Monitor, and Secure Azure AI Services
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn to manage, monitor, and secure Azure AI services using best practices and Azure tools.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Introducing Generics for Classes and Functions in Scala
Intermediate
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will work with generics for classes and functions to leverage the most common polymorphism used in functional programming.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Parveen Singh
Working with Azure AI Translator Service
Beginner
Duration: Up to 45 minutes
Author: Parveen Singh; Difficulty: Beginner; Description: Learn how to create an Azure AI Translators service using the Azure Portal in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Orchestrating Generative AI Applications With AWS Step Functions and Amazon Bedrock
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to perform AI prompt-chaining and integrate Amazon Bedrock with AWS Step Functions in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Examining an AWS App Runner Service
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to easily deploy web applications with no prior AWS experience by examining an AWS App Runner service in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: AWS App Runner; This hands-on lab has: 3 Lab steps