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
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
LAB CHALLENGE
Luke Orellana
Deploy a Virtual Machine with Terraform Challenge
Advanced
Duration: Up to 1 hour and 30 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: In this lab challenge, you will test your Terraform knowledge. You will be tasked with developing an infrastructure as code solution using Terraform by creating a configuration to create a Virtual Machine.; Duration: Up to 1 hour and 30 minutes; Content Topics: Deployment, DevOps; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Importing Existing Infrastructure into Terraform in Azure
Beginner
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands on lab and import existing Azure resources into a Terraform configuration to be managed by code.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Using AWS Glue for ETL Workloads
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Glue jobs to perform an Extract, Transform, and Load (ETL) task 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
Logan Rakai
Applied OpenAI Prompt Engineering
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Apply prompt engineering to develop a content categorization system in this lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Logan Rakai
Securing Kubernetes Clusters using Authentication and Authorization
Advanced
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Advanced; Description: Practice defense in depth in Kubernetes including authentication and authorization; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Troubleshooting Kubernetes: Application Failures
Advanced
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Advanced; Description: Detect, diagnose, and remedy Kubernetes application failures.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Introduction to Azure Virtual Desktop (AVD)
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Learn the basics of Azure Virtual Desktop and how to create the resource using Azure Portal in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Business Productivity; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Adil Islam
Managing Users in Microsoft 365 Admin Center
Beginner
Duration: Up to 1 hour
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to create, manage and delete user accounts in Microsoft 365 Admin Center through this hands-on lab.; Duration: Up to 1 hour; Content Topics: Business Suites; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Parveen Singh
Introduction to Kusto Query Language (KQL)
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Explore how to use the KQL query language and operators to filter and transform the log data to make it usable and actionable for the security and operations team in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrea Giussani
PySpark - How to build a Machine Learning Pipeline
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: In this hands-on lab, you will master your knowledge of PySpark, a very popular Python library for big data analysis and modeling.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrea Giussani
PySpark - Preprocessing
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: In this lab, you will learn how to create a dataset using the PySpark library, and to manipulate it using standard filtering and slicing techniques.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 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
Jun Fritz
Integrating Services with an AWS Step Functions State Machine
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to integrate AWS service API calls directly into your AWS Step Functions state machine in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Development; This hands-on lab has: 5 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon DynamoDB and AWS Lambda Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Prove your Amazon DynamoDB and AWS Lambda skills in this hands-on laboratory challenge and test your ability to create and configure a DynamoDB table.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 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
Luke Orellana
Testing Terraform Code in Azure with Terratest
Advanced
Duration: Up to 50 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 50 minutes; Content Topics: Deployment, DevOps; This hands-on lab 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
Calculated Systems
Performing K-Means Clustering With Python
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: In this lab, you'll learn how to perform K-Means Clustering on a set of data and plot the outcome.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps