Cloud Platforms

Author: Matt Martinez; Difficulty: Beginner; Description: Develop an Azure bot locally and then use the Azure CLI and Azure Portal to deploy it to Azure.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 6 Lab steps

Author: Matt Martinez; Difficulty: Beginner; Description: Use the AI Services API in the Azure AI suite to perform text analytics operations by requesting the API services via an Azure Function App.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 5 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create a storage bucket that will host a static website. You will then create a load balancer that will balance the traffic to your bucket and you will create a CDN distribution that will edge distribute the load balancer that points to your bucket.; Duration: Up to 45 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 7 Lab steps

Author: Logan Rakai; Difficulty: Advanced; Description: Demonstrate the three capabilities of Azure Defender (AD): data discovery & classification, vulnerability assessment, and advanced threat protection to see how AD provides security as a service for your Azure SQL Databases.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 6 Lab steps

Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll use a SageMaker notebook to learn how to write Python code to prepare data, train and deploy models, and use them for real-time inference.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps

Author: Andrew Templeton; Difficulty: Intermediate; Description: Learn how to configure resources in AWS Config and AWS CloudTrail to monitor, audit, and report account activity in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Management, Security, Monitoring; This hands-on lab has: 8 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will use the GCP Cloud Deployment Manager service to create a template and then use it in the configuration you will deploy. You will also use Jinja for defining a template and YAML for the configuration.; Duration: Up to 45 minutes; Content Topics: Management, Deployment; This hands-on lab has: 6 Lab steps

Author: Matt Martinez; Difficulty: Intermediate; Description: In this Lab, you will learn how to manage Cosmos DB using the Azure Portal and Azure CLI as you integrate Azure Functions with Cosmos DB change feed triggers to buy and sell fictitious stocks.; Duration: Up to 1 hour and 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 9 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will create two tables in a SQL PostgreSQL database, perform operations on them, monitor the resources usage and test that the atomicity property is respected by the database.; Duration: Up to 1 hour and 15 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 7 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will build a Docker image using Cloud Build and then you will deploy the application using Cloud Run, monitoring it and getting audit logs.; Duration: Up to 40 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 6 Lab steps

Author: Logan Rakai; Difficulty: Beginner; Description: In this hands-on lab, you will learn the key concepts of Azure Backup.; Duration: Up to 2 hours and 15 minutes; Content Topics: Management, Storage; This hands-on lab has: 7 Lab steps

Author: Matt Martinez; Difficulty: Beginner; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking; This hands-on lab has: 7 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: This lab will show you two methods for connecting to Linux VM instances over SSH.; Duration: Up to 45 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Amazon Bedrock to run an automated model evaluation in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Storage, Artificial Intelligence; This hands-on lab has: 4 Lab steps

Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 2 hours; Content Topics: Networking; This hands-on lab has: 8 Lab steps

Author: Logan Rakai; Difficulty: Beginner; Description: In this lab challenge, you'll use your Azure networking knowledge to configure Virtual Networks to allow two virtual machines to communicate with each other.; Duration: Up to 45 minutes; Content Topics: Networking; This lab challenge has: 2 Lab steps

Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to use Azure Computer Vision to perform various tasks such as text recognition, object detection, and image analysis using Azure Portal and Vision Studio.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 3 Lab steps

Author: Luca Casartelli; Difficulty: Beginner; Description: This Lab teaches you how to use Cloud Run functions, introducing you to all of the key concepts and trade-offs that you need to understand to work effectively with Cloud Run functions.; Duration: Up to 40 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 6 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 9 Lab steps

Author: Logan Rakai; Difficulty: Beginner; Description: In this lab, you'll how to create workflows in Azure Logic Apps using variables and controls to develop complex workflows while integrating external services.; Duration: Up to 1 hour and 10 minutes; Content Topics: Development; This hands-on lab has: 6 Lab steps

Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to deploy containerized applications in Google Kubernetes Engine (GKE) clusters from the Cloud Console, Cloud Shell, and Marketplace in this Lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use an Amazon RDS Proxy to make your database-backed applications more performant and resilient in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Test your Amazon Elastic Container Service challenge skills in this hands-on lab as you tasked with deploying a web application; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 1 Lab step

Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to use Amazon GuardDuty to automatically uncover malicious EC2 activity and configure threat lists to improve the security of your AWS environments.; Duration: Up to 50 minutes; Content Topics: Security; This hands-on lab has: 7 Lab steps