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
Data Detectives: SQL Query Simulab
Beginner
Duration: Up to 1 hour
Author: Logan Rakai; Type: new hands-on lab; Difficulty: Beginner; Description: A disgruntled ex-employee has taken the company’s data hostage. Prove your SQL skills by answering key business questions, and they’ll agree to reverse the damage.; Duration: Up to 1 hour; Content Topics: SQL; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Jun Fritz
NEW
Deploying a Google Compute Engine Instance with Terraform Simulab
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Type: new hands-on lab; Difficulty: Beginner; Description: Complete a series of tasks to configure and deploy a Google Compute Engine virtual machine instance in a simulated lab environment.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Logan Rakai
NEW
Large Language Model (LLM) Application Security Simulab
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Type: new hands-on lab; Difficulty: Intermediate; Description: This lab provides an interactive environment to explore the security implications of applications using Large Language Models (LLMs) and how to mitigate potential risks.; Duration: Up to 2 hours; Content Topics: Cyber Security; This hands-on lab has: 1 Lab step

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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
Andrew Burchill
AWS CloudFormation Playground
Beginner
Duration: Up to 4 hours
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn at your own pace as you explore the AWS CloudFormation service in this extended hands-on playground lab.; Duration: Up to 4 hours; Content Topics: Amazon Web Services; This hands-on lab has: 3 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
Andrew Burchill
Amazon Virtual Private Cloud (Amazon VPC) Playground
Beginner
Duration: Up to 4 hours
Author: Andrew Burchill; Difficulty: Beginner; Description: Experiment with modifying and observing a two-tier VPC in this hands-on playground.; Duration: Up to 4 hours; Content Topics: Networking, Security; This hands-on lab has: 2 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
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
Logan Rakai
Linux Terminal Playground (Red Hat)
Beginner
Duration: Up to 4 hours
Author: Logan Rakai; Difficulty: Beginner; Description: Practice your Linux skills in this lab and get familiar with Red Hat Linux by accessing a long-running instance browser terminal.; Duration: Up to 4 hours; Content Topics: Operating System; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Kubernetes Monitoring Playground (Kubernetes Dashboard, Prometheus, and Grafana)
Intermediate
Duration: Up to 4 hours
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this hands-on lab playground, you'll have the opportunity to play around with a production-grade, preconfigured Kubernetes monitoring environment consisting of the Kubernetes Dashboard, Prometheus, and Grafana.; Duration: Up to 4 hours; Content Topics: DevOps, Monitoring, Deployment, Compute; This hands-on lab has: 4 Lab steps
LAB CHALLENGE
Logan Rakai
Python Challenge: Raindrops
Beginner
Duration: Up to 15 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Convert a number into a string that contains raindrop sounds corresponding to certain potential factors in this lab challenge.; Duration: Up to 15 minutes; Content Topics: Development; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Logan Rakai
Python Challenge: Reverse String
Beginner
Duration: Up to 15 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Write code to reverse a given string in this lab challenge.; Duration: Up to 15 minutes; Content Topics: Development; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Azure Notebooks Machine Learning Playground
Beginner
Duration: Up to 2 hours
Author: Luke Orellana; Difficulty: Beginner; Description: In this lab playground, choose Azure Notebook samples and explore the Azure Machine Learning service using Python or R.; Duration: Up to 2 hours; Content Topics: Microsoft Azure; 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
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
Calculated Systems
Getting Started with Natural Language Processing
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: This lab is aimed at machine learning beginners who want to gain a familiarity with Natural Language Processing (NLP) concepts.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Practice Effective DevOps with Azure DevOps
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to use Azure Boards, Azure Repos, and Azure Pipelines to practice effective DevOps in this lab.; Duration: Up to 2 hours; Content Topics: DevOps; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Matt Martinez
Integrating Azure Bots with Azure AI Services
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Matt Martinez; Difficulty: Beginner; Description: Learn to deploy powerful bots in Azure by integrating Azure Bot Services with Azure AI Services API to create and serve intelligent bots.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Matt Martinez
Ubuntu Playground
Beginner
Duration: Up to 4 hours
Author: Matt Martinez; Difficulty: Beginner; Description: Increase your Linux skills and practice Ubuntu (a popular, free Linux distribution) by performing any tasks you'd like in a playground Ubuntu environment.; Duration: Up to 4 hours; Content Topics: Operating System; This hands-on lab has: 2 Lab steps