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
Staying current and getting the most from your models
Intermediate
Duration: 11 minutes and 7 seconds
Type: new course; Difficulty: Intermediate; Duration: 11 minutes and 7 seconds; This course has: 6 Units
COURSE
NEW
Evaluating AI model providers with confidence
Intermediate
Duration: 15 minutes and 37 seconds
Type: new course; Difficulty: Intermediate; Duration: 15 minutes and 37 seconds; This course has: 7 Units
COURSE
NEW
Overview of LLM providers
Intermediate
Duration: 6 minutes and 51 seconds
Type: new course; Difficulty: Intermediate; Duration: 6 minutes and 51 seconds; This course has: 4 Units

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HANDS-ON LAB
Jeremy Cook
Working with JShell
Beginner
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab introduces you to JShell, an interactive REPL Java utility.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 7 Lab steps
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
Andrew Burchill
Combining and Enriching Data with Amazon Managed Workflows for Apache Airflow
Intermediate
Duration: Up to 2 hours
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn about Amazon Managed Workflows for Apache Airflow in this hands-on lab as you create a Directed Acyclic Graph in Apache Airflow.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 5 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
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
Andrew Burchill
Detecting Malicious Web Requests With AWS Web Application Firewall
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Web Application Firewall to block and count potentially malicious web requests in this hands-on laboratory.; Duration: Up to 1 hour; Content Topics: Management, Security; This hands-on lab has: 5 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
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
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
Parveen Singh
Implementing Azure Front Door with App Service Origin Host
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Parveen Singh; Difficulty: Intermediate; Description: In this hands-on lab, you will implement Azure Front Door instance with Azure App Service as the origin group hosts.; Duration: Up to 1 hour and 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Adil Islam
Managing Workstreams Using Projects in Azure DevOps
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to create a logical repository for source code and a place for users to plan, track progress, and collaborate on building software solutions to support different business units and manage multiple workstreams.; Duration: Up to 1 hour and 30 minutes; Content Topics: DevOps; This hands-on lab has: 3 Lab steps
COURSE
Stuart Scott
Introduction to Container Security
Intermediate
Duration: 24 minutes and 44 seconds
Author: Stuart Scott; Difficulty: Intermediate; Duration: 24 minutes and 44 seconds; Content Topics: Containers; This course has: 4 Units
HANDS-ON LAB
Eric Raub
Getting Started with Jenkins on Windows (AWS)
Intermediate
Duration: Up to 1 hour and 45 minutes
Author: Eric Raub; Difficulty: Intermediate; Description: Get started today with Jenkins on Windows - AWS, one of the most popular cross-platform DevOps automation systems.; Duration: Up to 1 hour and 45 minutes; Content Topics: Networking, DevOps, Security; This hands-on lab has: 10 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
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
Logan Rakai
Deploy Container Workloads with Amazon Lightsail
Beginner
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Beginner; Description: Use Lightsail containers to deploy a container workload and monitor it in this lab.; Duration: Up to 1 hour; Content Topics: Compute; This hands-on lab has: 5 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