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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
- COURSENEWEvaluating, Deploying, and Observing ModelsIntermediateDuration: 40 minutes and 41 secondsType: new course; Difficulty: Intermediate; Duration: 40 minutes and 41 seconds; Content Topics: Development; This course has: 14 Units
- COURSENEWIntroduction to Prompt Engineering | AI4 |BeginnerDuration: 1 hour and 12 minutesType: new course; Difficulty: Beginner; Duration: 1 hour and 12 minutes; This course has: 12 Units
- COURSENEWGetting ready for your AI for Champions pathway | AI4C |BeginnerDuration: 4 minutesType: new course; Difficulty: Beginner; Duration: 4 minutes; This course has: 2 Units
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Personalized training tailored to your proficiency. Skip content you already know and focus on your gaps- HANDS-ON LABLuke OrellanaKeeping Terraform Remote State DRY with TerragruntAdvancedDuration: Up to 30 minutesAuthor: 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
- HANDS-ON LABAndrew Burchill
Aggregating Data with Amazon Managed Streaming for Apache Kafka (MSK)BeginnerDuration: Up to 2 hoursAuthor: 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 - HANDS-ON LABEric Magalhães
Expanding EBS Volumes on Linux InstancesBeginnerDuration: Up to 45 minutesAuthor: 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 - HANDS-ON LABLuke OrellanaDeploying and Configuring Azure FirewallBeginnerDuration: Up to 55 minutesAuthor: 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
- HANDS-ON LABAndrew Burchill
Automate Image Labeling with Amazon RekognitionBeginnerDuration: Up to 1 hourAuthor: 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: Amazon Web Services; This hands-on lab has: 7 Lab steps - HANDS-ON LABAndrew Burchill
Preparing to Migrate Servers with the Application Discovery ServiceBeginnerDuration: Up to 2 hoursAuthor: 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 - HANDS-ON LABJun Fritz
Deploying AWS Infrastructure with TerraformBeginnerDuration: Up to 45 minutesAuthor: 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 - HANDS-ON LABAndrew Burchill
Constructing Regular Expression Character ClassesBeginnerDuration: Up to 30 minutesAuthor: 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 - LAB CHALLENGEStefano Cascavilla
Google Cloud Scaling Applications ChallengeIntermediateDuration: Up to 1 hour and 30 minutesAuthor: 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 - LAB CHALLENGELuke OrellanaTerraform Deploy AWS Infrastructure ChallengeBeginnerDuration: Up to 1 hourAuthor: 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
- HANDS-ON LABAndrew Burchill
Collecting Log Data with Kinesis Agent and Querying with Amazon AthenaBeginnerDuration: Up to 1 hour and 30 minutesAuthor: 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: Amazon Web Services; This hands-on lab has: 6 Lab steps - LAB CHALLENGELogan Rakai
Docker Basics ChallengeBeginnerDuration: Up to 1 hourAuthor: 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 - HANDS-ON LABMatt MartinezUsing Azure Databricks to Import and Analyze DataBeginnerDuration: Up to 1 hourAuthor: 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: Microsoft Azure; This hands-on lab has: 7 Lab steps
- HANDS-ON LABTiarnan Giles
Cloud Incident Response & Forensics: Introductory LabBeginnerDuration: Up to 1 hour and 5 minutesAuthor: Tiarnan Giles; Difficulty: Beginner; Description: In this, the first lab in the series, you will be performing analysis on how the attacker gained access to the system.; Duration: Up to 1 hour and 5 minutes; Content Topics: Security Investigations; This hands-on lab has: 6 Lab steps - HANDS-ON LABMatt MartinezCreating and Deploying a Bot to Azure Bot ServiceBeginnerDuration: Up to 1 hourAuthor: 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
- HANDS-ON LABMatt MartinezUsing Text Analytics in the Azure AI Services APIBeginnerDuration: Up to 1 hourAuthor: 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
- HANDS-ON LABLogan Rakai
Docker PlaygroundBeginnerDuration: Up to 4 hoursAuthor: 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 - HANDS-ON LABStefano Cascavilla
Host a Static Website Using a Cloud Storage Bucket and Cloud CDNBeginnerDuration: Up to 45 minutesAuthor: 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 - HANDS-ON LABLogan Rakai
Enabling Microsoft Defender for Azure SQL DatabaseAdvancedDuration: Up to 1 hourAuthor: 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 - HANDS-ON LABJeremy Cook
Performing a Kubernetes Deployment using ConfigMaps and HelmIntermediateDuration: Up to 2 hours and 30 minutesAuthor: Jeremy Cook; Difficulty: Intermediate; Duration: Up to 2 hours and 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 8 Lab steps - HANDS-ON LABRichard Beck
OWASP Exercises: SQL InjectionIntermediateDuration: Up to 1 hourAuthor: Richard Beck; Difficulty: Intermediate; Description: This lab shows how to manage the security level of a DVWA application and how to perform a SQL injection to a DVWA application.; Duration: Up to 1 hour; Content Topics: Security attacks; This hands-on lab has: 7 Lab steps - HANDS-ON LABLogan Rakai
Using SageMaker Notebooks to Train and Deploy Machine Learning ModelsIntermediateDuration: Up to 1 hourAuthor: 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 - HANDS-ON LABAndrew Templeton
Governing AWS accounts with AWS Config and AWS CloudTrailIntermediateDuration: Up to 1 hourAuthor: 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 - HANDS-ON LABStefano Cascavilla
Define and Deploy Resources with Google Cloud Deployment ManagerIntermediateDuration: Up to 45 minutesAuthor: 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