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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LAB CHALLENGE
Logan Rakai
Java Challenge: Bob
Beginner
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Beginner; Description: Write Java code to produce the conversational interface of a lackadaisical teenager named Bob in this challenge.; Duration: Up to 1 hour; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Eric Magalhães
Expanding EBS Volumes on Windows Instances
Beginner
Duration: Up to 45 minutes
Author: Eric Magalhães; Difficulty: Beginner; Description: You can increase the storage space of an existing EBS volume without losing the data on the volume. To do this, you migrate your data to a larger volume and then extend the file system on the volume to recognize the newly-available space. After you verify that your new volume is working properly, you can delete the old volume.Are you ready to get started? ; Duration: Up to 45 minutes; Content Topics: Storage; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Managing a Redis Instance Using Google Cloud Memorystore
Beginner
Duration: Up to 55 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create and manage a Redis instance by using Google Cloud Memorystore.; Duration: Up to 55 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Query a Neo4j Graph Database With Cypher
Intermediate
Duration: Up to 40 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will learn what a graph pattern is and you will perform graph queries using Cypher in a Neo4j database.; Duration: Up to 40 minutes; Content Topics: Graph Databases; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Create and Manage Graph Data With Neo4j
Intermediate
Duration: Up to 30 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will create nodes inside a graph database. Then you will define relationships between these nodes to create an example of a property graph.; Duration: Up to 30 minutes; Content Topics: Graph Databases; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Stefano Cascavilla
Google Cloud SQL Challenge
Intermediate
Duration: Up to 40 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Demonstrate your Google Cloud SQL skills by performing tasks required to set up a Cloud SQL infrastructure in this lab challenge.; Duration: Up to 40 minutes; Content Topics: Google Cloud Platform; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Docker Swarm Playground
Beginner
Duration: Up to 4 hours
Author: Logan Rakai; Difficulty: Beginner; Description: The playground provides you with full access to a Docker swarm cluster comprised of one manager node and two worker nodes.; Duration: Up to 4 hours; Content Topics: Development, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Creating a Webserver using Pulumi to Build and Manage Infrastructure
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn to use Infrastructure as Code tooling to build and manage a web server in AWS in this introduction to the Pulumi DevOps tool.; Duration: Up to 1 hour; Content Topics: DevOps, Compute; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
QA
Cracking Hashes with John the Ripper
Intermediate
Duration: Up to 2 hours
Author: QA; Difficulty: Intermediate; Description: This lab demonstrates how compromised hashes can be cracked using John the Ripper.; Duration: Up to 2 hours; Content Topics: Cyber Security; This hands-on lab has: 2 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
HANDS-ON LAB
QA
Python 3 Programming
Beginner
Duration: Up to 8 hours
Author: QA; Difficulty: Beginner; Description: This lab introduces the Python 3 programming language to programmers starting out in Python 3 or for those porting existing applications from Python 2.; Duration: Up to 8 hours; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Matt Martinez
Working with Scala in Azure Databricks
Beginner
Duration: Up to 1 hour and 15 minutes
Author: Matt Martinez; Difficulty: Beginner; Description: Learn to use Scala in Azure Databricks to combine functional programming with powerful data analytics in order to form a powerful analytics tool.; Duration: Up to 1 hour and 15 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 8 Lab steps
LAB CHALLENGE
Matt Martinez
Azure Bot Services Challenge
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Matt Martinez; Difficulty: Intermediate; Description: Prove your practical knowledge of bots and your proficiency with the Microsoft Azure portal and CLI by creating a bot and publishing to Azure Bot Service; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Develop, Build and Deploy a Container Application on Google Compute Engine
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will develop a Python application, build it using Cloud Build, store the Docker image on Container Registry and deploy it on a Compute Engine instance.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Andrew Burchill
Streamlining Amazon SageMaker Governance With Model Cards
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to create a model card to document your Amazon SageMaker machine learning models in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Interacting with Azure AI Speech Service with Azure AI Studio
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to use Azure AI Speech Service to convert speech to text and text to speech using Azure AI Studio.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Building a PDF RAG Chatbot Powered by LangChain and Amazon Bedrock
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to deploy a PDF Chatbot using retrieval-augmented generation (RAG), LangChain, and AWS services in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Parveen Singh
Working with Azure AI Document Intelligence Service
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to use Azure AI Document Intelligence Service to extract information from documents in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Burchill
Customizing Large Language Models Using Ollama
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Ollama to run, manage, and customize Large Language Models in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Management, Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Burchill
Optimizing Prompts For Large Language Models Using Amazon Bedrock
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to engineer and develop prompts for large language models 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
Parveen Singh
Analyzing and Moderating Text With Azure AI Content Safety Service Using Python SDK
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to analyze and moderate text with the Azure AI Content Safety service using Python SDK 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
Andrew Burchill
Troubleshooting Amazon Athena Queries
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn how to use and troubleshoot Amazon Athena SQL queries 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
Jeremy Cook
EKS Cluster Provisioning and Automatic Deployment of a Cloud-Native Application Using Terraform
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this hands-on lab, you'll embark on a journey into the world of cloud infrastructure and application deployment using Terraform. Learn quickly how to provision EKS, RDS, and the automatic deployment of a Trading Stocks themed cloud-native application using Terraform.; Duration: Up to 2 hours and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 7 Lab steps