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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.

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HANDS-ON LAB
Jun Fritz
NEW
Developing Prompts With Amazon Bedrock Prompt Management
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Type: new hands-on lab; Difficulty: Beginner; Description: Learn how to create, test, and publish prompts with Amazon Bedrock Prompt Management in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
COURSE
Carlos Rivas
NEW
Security, Compliance, and Governance for AI Solutions in AWS
Intermediate
Duration: 27 minutes and 39 seconds
Author: Carlos Rivas; Type: new course; Difficulty: Intermediate; Duration: 27 minutes and 39 seconds; Content Topics: Artificial Intelligence; This course has: 5 Lectures
HANDS-ON LAB
Parveen Singh
NEW
Provisioning an Azure Web App with MySQL Flexible Database
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn how to provision an Azure Web App with a MySQL Flexible Database in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Web; This hands-on lab has: 3 Lab steps

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HANDS-ON LAB
Calculated Systems
Machine Learning and BigQuery GIS
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab demonstrates how to perform a clustering analysis in BigQuery GIS using Python and Jupyter notebooks.; Duration: Up to 1 hour; Content Topics: NoSQL, Big Data; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Implementing Exponential Backoff When Accessing Amazon S3
Beginner
Duration: Up to 45 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will see what happens when Amazon S3 issues error responses due to high request volumes, and you will learn how to handle this situation so your solutions continue to perform.; Duration: Up to 45 minutes; Content Topics: Development, Storage; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
QA
Configuring IPsec on a Windows 2016 Server
Intermediate
Duration: Up to 4 hours
Author: QA; Difficulty: Intermediate; Description: Learn how to configure a Windows 2016 server to use IPsec to connect securely to a domain using the Domain Controller (DC) as a VPN anchor point.; Duration: Up to 4 hours; Content Topics: Cyber Security; This hands-on lab has: 2 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
Stefano Cascavilla
Managing Google Compute Engine Persistent Disks
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create a zonal persistent disk, attach it to a Compute Engine VM, and you will backup it creating a disk snapshot.; Duration: Up to 45 minutes; Content Topics: Storage; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Logan Rakai
Java Development Playground
Beginner
Duration: Up to 4 hours
Author: Logan Rakai; Difficulty: Beginner; Description: This Java development playground provides you with a ready-to-use in-browser Java integrated development environment (IDE) for you to easily play with Java.; Duration: Up to 4 hours; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Docker Windows Containers Playground
Beginner
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Beginner; Description: This Docker Windows container playground provides full access to a Windows Docker host. The playground is a safe and secure sandbox environment for you to explore your own ideas, follow along with Cloud Academy courses, or answer your own questions.; Duration: Up to 2 hours; Content Topics: Development, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Working With OpenAI GPT-3.5 Using Azure AI Studio
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how the OpenAI models work and interact with them using Azure AI Studio 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
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
Andrew Burchill
Transforming Data With Apache Spark and Amazon EMR
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use an Amazon Elastic MapReduce (EMR) cluster to transform and aggregate data 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
Andrew Burchill
Centralizing Data Management With AWS Lake Formation
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Lake Formation and AWS Glue to manage permissions and dataset metadata for a data lake in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Analytics, Storage; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Parveen Singh
Exploring Azure Question Answering Service
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to use the Azure Question Answering Service (QnA Maker) to create a knowledge base and integrate it with a chatbot.; Duration: Up to 1 hour; Content Topics: Web; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Creating Power Apps Using Microsoft Copilot AI
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to create Power Apps using Microsoft Copilot AI in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Introduction to the OpenAI Chat Completions API
Beginner
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to use the OpenAI Chat completions API to generate text in this lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Jun Fritz
Evaluating Network Security With Amazon VPC Network Access Analyzer
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to identify unintended network access to AWS resources using Amazon VPC Network Access Analyzer in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Networking, Security; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Managing Tasks With Amazon EventBridge Scheduler
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to create, run, and manage scheduled tasks at scale with Amazon EventBridge Scheduler in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Messaging; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon Elastic Container Service End-To-End Challenge
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon ECS skills to the test in this hands-on lab as you are tasked with deploying a container from beginning to end.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This lab challenge has: 1 Lab step
HANDS-ON LAB
Jun Fritz
Provisioning an Amazon ECS Cluster Using Terraform
Intermediate
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to deploy an Amazon ECS cluster into an existing Amazon VPC using Terraform in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Logan Rakai
IAM for Amazon ECS on AWS Fargate
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn the fundamental concepts of IAM in the context of Amazon ECS on AWS Fargate and learn how to diagnose and troubleshoot related issues in this lab.; Duration: Up to 45 minutes; Content Topics: Identity and Access Management, Containers; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Daniel Wood
CKA Practice Exam: Workloads and Scheduling
Intermediate
Duration: Up to 50 minutes
Author: Daniel Wood; Difficulty: Intermediate; Description: Prepare for the Certified Kubernetes Administrator (CKA) exam by solving practice problems and reviewing their solutions in this lab on workloads and scheduling.; Duration: Up to 50 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Ben Lambert
Introduction to Git
Beginner
Duration: Up to 2 hours and 30 minutes
Author: Ben Lambert; Difficulty: Beginner; Description: Git has become the distributed database that facilitates DevOps. Learn to use the world's most popular version control system in this hands-on lab.; Duration: Up to 2 hours and 30 minutes; Content Topics: Development, DevOps; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Logan Rakai
Scanning Container Images for Known Vulnerabilities
Beginner
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to scan container images for known vulnerabilities using Trivy in this lab.; Duration: Up to 30 minutes; Content Topics: Security vulnerabilities, threats and countermeasures, Containers; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Analyzing Account Activity With AWS CloudTrail
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to enable auditing, security monitoring, and operational troubleshooting with AWS CloudTrail in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Management, Security, Storage, Monitoring; This hands-on lab has: 6 Lab steps