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
Logan Rakai
NEW
Orchestrate Agents with Microsoft Foundry Workflows
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Logan Rakai; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn to create and manage multi-agent workflows using Microsoft Foundry to automate complex tasks.; Duration: Up to 1 hour and 15 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
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

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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
Parveen Singh
UPDATED
Advanced Threat Hunting in Microsoft Sentinel
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Type: updated hands-on lab; Difficulty: Intermediate; Description: Learn how to hunt for potential threats and generate incidents from bookmarks in your Azure Environments using Microsoft Sentinel in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Azure Sentinel; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrea Giussani
Machine Learning with scikit-learn
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: The aim of this lab is to challenge you on building a supervised machine learning pipeline to predict the median values of owner-occupied housing in USD 1000 in the Boston dataset.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
QA
Azure AI Search
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: QA; Difficulty: Intermediate; Description: Azure AI Search; Duration: Up to 1 hour and 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 6 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
Luke Orellana
Integrating Conditional Logic into Terraform Configurations in Azure
Intermediate
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Intermediate; Description: Follow along with this hands-on lab and create a dynamic Terraform module by inserting conditional logic into the Terraform configuration.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
LAB CHALLENGE
Luke Orellana
Azure Machine Learning Challenge
Advanced
Duration: Up to 2 hours
Author: Luke Orellana; Difficulty: Advanced; Description: In this lab challenge, you will take on the role of a data scientist and create a machine learning experiment and train a model. Once successful, you will deploy the model as a web service.; Duration: Up to 2 hours; Content Topics: Microsoft Azure; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Streamlining Workflows and Tasks With Amazon Bedrock Agents
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to configure, prepare, and test an Amazon Bedrock agent to perform functional and operational tasks in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Detecting Windows Vulnerabilities
Intermediate
Duration: Up to 3 hours and 53 minutes
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 3 hours and 53 minutes; Content Topics: Security; This hands-on lab has: 2 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
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
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
Jeremy Cook
Coding with Generics and Lambdas
Intermediate
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Intermediate; Description: This lab is designed to deepen your Java Generics and Lambdas knowledge.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Daniel Wood
Backup and Restore a Kubernetes Cluster
Intermediate
Duration: Up to 40 minutes
Author: Daniel Wood; Difficulty: Intermediate; Description: Perform a backup and restore cluster management operation of a Kubernetes cluster in this lab.; Duration: Up to 40 minutes; Content Topics: Containers; 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
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
Andrew Burchill
Developing An Application on AWS using Generative AI
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Generative AI to create a new application on AWS 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
Ben Lambert
Python: Palindrome
Beginner
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Beginner; Description: Challenge your knowledge of Python by implementing functions used to check words and phrases for palindromes.; Duration: Up to 1 hour; Content Topics: Development; 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
Ana Rojo Echeburua
A practical introduction to language models
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 2 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Equipping Agents with Tools
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 5 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Working with Multiple Agents
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 4 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Jun Fritz
Developing an ETL Job in AWS Glue Studio
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to develop an AWS Glue job using the AWS Glue visual ETL editor in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Analytics; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Burchill
Monitoring Data Quality Issues with Amazon SageMaker
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to create and configure a model monitor schedule in this hands on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps