Training Library

Author: Luke Orellana; Difficulty: Beginner; Description: In this lab, use Azure's Machine Learning Studio to build an ML Pipeline to train and deploy a model.; Duration: Up to 2 hours and 15 minutes; Content Topics: Machine Learning; This hands-on lab has: 6 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will create a DB subnet group, a Neptune Database, and you will perform some SPARQL commands.; Duration: Up to 1 hour and 15 minutes; Content Topics: Databases; This hands-on lab has: 7 Lab steps

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 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps

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 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to aggregate data using Amazon Managed Streaming for Apache Kafka in this Hands-On lab.; Duration: Up to 2 hours; Content Topics: Analytics; This hands-on lab has: 7 Lab steps

Author: Eric Magalhães; Difficulty: Beginner; Description: Learn to increase the storage space of an existing EBS volume without losing the data on the volume in this hands-on lab on expanding EBS Volumes on Linux Instances.; Duration: Up to 45 minutes; Content Topics: Storage, Operating System; This hands-on lab has: 5 Lab steps

Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands-on lab and learn how to deploy and configure Azure Firewall and create route tables.; Duration: Up to 55 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to implement object detection on every new image uploaded on Amazon S3.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 7 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you'll install the AWS Application Discovery agent on a server, verify it's collecting data, and you'll query the collected data with Amazon Athena.; Duration: Up to 2 hours; Content Topics: Migration; This hands-on lab has: 5 Lab steps

Author: Jun Fritz; Difficulty: Beginner; Description: Get started on your DevOps journey and learn how to build infrastructure on AWS using Terraform.; Duration: Up to 45 minutes; Content Topics: DevOps, Deployment; This hands-on lab has: 2 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Regular expressions are a powerful tool for searching and manipulating text. In this hands-on lab you will learn how to use them effectively in real-world scenarios.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will learn about the character classes and quantifiers elements of Regular Expressions, and use them to match patterns in text.; Duration: Up to 30 minutes; Content Topics: Development; This hands-on lab has: 2 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Demonstrate your Infrastructure skills for highly available and scalable applications by performing tasks required to set up a Compute Engine infrastructure in this lab challenge.; Duration: Up to 1 hour and 30 minutes; Content Topics: Google Cloud Platform; This lab challenge has: 2 Lab steps

Author: Luke Orellana; Difficulty: Beginner; Description: In this lab challenge, you will put your infrastructure development skills to the test. You will be tasked with deploying an EC2 instance using Terraform by editing a partial Terraform configuration to include deploying the EC2 resource.; Duration: Up to 1 hour; Content Topics: Deployment; This lab challenge has: 2 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the Amazon Kinesis Agent application to collect log files and learn how to use AWS Glue and Amazon Athena to query the log data.; Duration: Up to 1 hour and 30 minutes; Content Topics: App Streaming; This hands-on lab has: 6 Lab steps

Author: Logan Rakai; Difficulty: Beginner; Description: In this lab challenge your basic Docker skills are put to the test requiring you to complete several tasks using a real Docker host.; Duration: Up to 1 hour; Content Topics: Development, DevOps; This lab challenge has: 2 Lab steps

Author: Matt Martinez; Difficulty: Beginner; Description: Learn to implement lightning-fast analytics by building an Azure Databricks workspace and cluster to interact with Azure Data Lake Store Gen2 data.; Duration: Up to 1 hour; Content Topics: Big Data, Machine Learning; This hands-on lab has: 7 Lab steps

Author: Logan Rakai; Difficulty: Beginner; Description: This Amazon Athena playground lab provides you with an Athena sandbox for you to use SQL to query COVID-19 data provided by the AWS COVID-19 data lake.; Duration: Up to 2 hours; Content Topics: Analytics; This hands-on lab has: 2 Lab steps

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: Logan Rakai; Difficulty: Beginner; Description: This Docker playground provides full access to an instance with docker, docker-compose, and relevant command-line completions already installed and running. 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 4 hours; Content Topics: Development, DevOps; This hands-on lab has: 2 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: Web; 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: SQL; This hands-on lab has: 6 Lab steps

Author: Matt Martinez; Difficulty: Intermediate; Description: Use some of the most useful and commonly-used Git commands, to do things like better track your changes, safely undo modifications, and monitor your codebase; Duration: Up to 45 minutes; Content Topics: DevOps; This hands-on lab has: 4 Lab steps