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

COURSE
NEW
Evaluating, Deploying, and Observing Models
Intermediate
Duration: 40 minutes and 41 seconds
Type: new course; Difficulty: Intermediate; Duration: 40 minutes and 41 seconds; Content Topics: Development; This course has: 14 Units
COURSE
NEW
Introduction to Prompt Engineering | AI4 |
Beginner
Duration: 1 hour and 12 minutes
Type: new course; Difficulty: Beginner; Duration: 1 hour and 12 minutes; This course has: 12 Units
COURSE
NEW
Getting ready for your AI for Champions pathway | AI4C |
Beginner
Duration: 4 minutes
Type: new course; Difficulty: Beginner; Duration: 4 minutes; This course has: 2 Units

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LEARNING PATH
Guy Hummel
Introduction to Azure Machine Learning
Intermediate
Duration: Up to 5 hours and 1 minute
Author: Guy Hummel; Difficulty: Intermediate; Description: This course will introduce you to the primary machine learning tools on Azure.; Duration: Up to 5 hours and 1 minute; Content Topics: Microsoft Azure; This learning path has: 1 Course, 2 Hands-on labs
HANDS-ON LAB
Parveen Singh
Monitor Azure Data Factory using Azure Monitor
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: In this hands-on lab, you'll learn how to Monitor Azure Data Factory and set up alerts using Azure Monitor; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 7 Lab steps
LAB CHALLENGE
Andrew Burchill
ELB Network Load Balancer Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Elastic Load Balancing skills to the test as you are challenged with configuring a Network Load Balancer in a real environment.; Duration: Up to 1 hour; Content Topics: Networking, Storage, Compute; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Software Development, Testing, and Delivery with Docker
Advanced
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Advanced; Description: Learn how to implement software development, testing, and delivery using Docker with this Cloud Academy Lab.; Duration: Up to 2 hours; Content Topics: Development, DevOps; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Logan Rakai
Follow Best Practices with AWS Trusted Advisor
Beginner
Duration: Up to 1 hour and 10 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Follow best practices with AWS Trusted Advisor auditing your AWS environment and advising you on performance, and security improvements.; Duration: Up to 1 hour and 10 minutes; Content Topics: Management; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Greg DeRenne
Getting Started with Amazon Elastic MapReduce
Intermediate
Duration: Up to 1 hour and 45 minutes
Author: Greg DeRenne; Difficulty: Intermediate; Description: Learn how to create an Amazon EMR (Elastic MapReduce) cluster and submit work to a cluster in this hands-on lab.; Duration: Up to 1 hour and 45 minutes; Content Topics: Analytics, Storage; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Andrew Burchill
Configuring Amazon Route 53 Routing Policies
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to configure different Amazon Route 53 routing policies in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Networking, Content Delivery Networking; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Logan Rakai
CKAD Practice Exam: State Persistence
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Prepare for the State Persistence domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
CKAD Practice Exam: Services & Networking
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Services & Networking domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
CKAD Practice Exam: Configuration
Intermediate
Duration: Up to 50 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Prepare for the Configuration domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 50 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
CKAD Practice Exam: Core Concepts
Intermediate
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Intermediate; Description: Prepare for the Core Concepts domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Mastering Kubernetes Pod Configuration: Service Accounts
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll master Kubernetes Pod configuration to provide Pods with identities to harden your Kubernetes application deployments; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Observability: Logging
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll learn about logging primitives in Kubernetes as well as how to extend the platform to use external logging systems.; Duration: Up to 45 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Observability: Monitoring, and Debugging
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll learn about monitoring primitives in Kubernetes as well as how to extend the platform to use external monitoring systems.; Duration: Up to 45 minutes; Content Topics: Monitoring, Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Burchill
Tracing Java Applications with AWS X-Ray
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: AWS X-Ray helps you analyze your applications, learn how to instrument Java applications using the AWS Cloud9 and AWS X-Ray in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Development, Monitoring; This hands-on lab has: 8 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon VPC Implementation Challenge
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Put your foundational cloud networking skills to the test in this hands-on challenge lab as you implement an Amazon VPC.; Duration: Up to 1 hour; Content Topics: Networking, Security; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Using EC2 Spot Instances
Beginner
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Beginner; Description: In this lab, you will learn how to create EC2 spot instances, how they can be used in AWS, and how to handle instance interruptions.; Duration: Up to 2 hours; Content Topics: Storage, Compute; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Luke Orellana
Getting Started with PowerShell
Beginner
Duration: Up to 30 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Get started using PowerShell by learning how to create a PowerShell script and use the built-in help system.; Duration: Up to 30 minutes; Content Topics: Development, Management; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Using Terraform Remote State in Azure
Beginner
Duration: Up to 43 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands on lab and configure remote state for Terraform configurations using an Azure Storage Account.; Duration: Up to 43 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Creating Reusable Infrastructure with Terraform Modules in Azure
Beginner
Duration: Up to 45 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along in this hands-on lab and create reusable infrastructure that can be versioned and tested with Terraform modules.; Duration: Up to 45 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Using Provisioners with Terraform in Azure
Beginner
Duration: Up to 30 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Discover the use case of Terraform provisioners and learn when to use them in Terraform configurations.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Introduction to Azure Machine Learning Studio
Beginner
Duration: Up to 2 hours and 15 minutes
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: Microsoft Azure; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Starting a Highly Available Graph Database With Amazon Neptune
Intermediate
Duration: Up to 1 hour and 15 minutes
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
HANDS-ON LAB
Luke Orellana
Testing Terraform Code with Terratest
Advanced
Duration: Up to 40 minutes
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