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
Course conclusion
Intermediate
Duration: 1 minute
Type: new course; Difficulty: Intermediate; Duration: 1 minute; This course has: 1 Unit
COURSE
NEW
Prioritizing AI projects
Intermediate
Duration: 17 minutes and 37 seconds
Type: new course; Difficulty: Intermediate; Duration: 17 minutes and 37 seconds; This course has: 5 Units
COURSE
NEW
Evaluating AI Opportunities
Intermediate
Duration: 15 minutes and 17 seconds
Type: new course; Difficulty: Intermediate; Duration: 15 minutes and 17 seconds; This course has: 5 Units

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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
Daniel Wood
CKA Practice Exam: Storage
Intermediate
Duration: Up to 1 hour
Author: Daniel Wood; Difficulty: Intermediate; Description: Prepare for the Storage domain of the Certified Kubernetes Administrator (CKA) exam in this lab with exam-like tasks and a solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Bhupinder Singh
Using Security Contexts to Secure Kubernetes Clusters
Advanced
Duration: Up to 40 minutes
Author: Bhupinder Singh; Difficulty: Advanced; Description: Practice defense in depth in Kubernetes using the security context security primitive in this lab.; Duration: Up to 40 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Troubleshooting Kubernetes: Cluster Component Failures
Beginner
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Detect, diagnose, and remedy Kubernetes cluster component failures.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon VPC Peering Challenge
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Test your AWS networking skills in this hands-on challenge to create a new VPC peering connection between two existing VPCs.; Duration: Up to 1 hour; Content Topics: Networking, Security, Compute, Content Delivery Networking; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon S3 and AWS Lambda Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your AWS Lambda and Amazon Simple Storage Service (S3) skills to the test in this challenge lab as you are tasked with implementing a CSV processing function.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Optimizing Azure SQL Databases
Beginner
Duration: Up to 45 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Learn how to optimize the Azure SQL service by configuring logging and alerting and scaling the database.; Duration: Up to 45 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon VPC Flow Logs Challenge
Beginner
Duration: Up to 45 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon VPC, Amazon CloudWatch, and Amazon S3 skills to test in this hands-on lab challenge.; Duration: Up to 45 minutes; Content Topics: Networking, Security, Storage; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Calculated Systems
Handling Missing Data
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab will walk you through a number of ways to handle missing data including using a default value and building a model to predict the missing data.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 4 Lab steps
LAB CHALLENGE
Luke Orellana
Deploy a Virtual Machine with Terraform Challenge
Advanced
Duration: Up to 1 hour and 30 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: In this lab challenge, you will test your Terraform knowledge. You will be tasked with developing an infrastructure as code solution using Terraform by creating a configuration to create a Virtual Machine.; Duration: Up to 1 hour and 30 minutes; Content Topics: Deployment, DevOps; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Importing Existing Infrastructure into Terraform in Azure
Beginner
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands on lab and import existing Azure resources into a Terraform configuration to be managed by code.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Configure Traffic Routing Using Istio
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: Istio's traffic routing rules let you easily control the flow of traffic and API calls to and from deployed cluster resources. Learn how to use Istio to perform traffic routing to a pair of sample web applications, V1 and V2, deployed within a Kubernetes cluster.; Duration: Up to 1 hour and 15 minutes; Content Topics: Networking, Development, DevOps, Deployment, Compute; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Monitoring VPC and Firewall Operations With Network Telemetry
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will enable firewall rules logging to be able to monitor operations performed in your network.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jeremy Cook
Create Kubernetes Layer-7 Network Policies using Cilium CNI
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab is designed to show you how to install and setup Kubernetes layer-7 Network Policies using Cilium.; Duration: Up to 1 hour and 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Logan Rakai
Interpreting Security Tool Output
Intermediate
Duration: Up to 40 minutes
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 40 minutes; Content Topics: Security; This hands-on lab has: 4 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
Logan Rakai
Securing Kubernetes Clusters using Authentication and Authorization
Advanced
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Advanced; Description: Practice defense in depth in Kubernetes including authentication and authorization; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Troubleshooting Kubernetes: Application Failures
Advanced
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Advanced; Description: Detect, diagnose, and remedy Kubernetes application failures.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Combining and Enriching Data with Amazon Managed Workflows for Apache Airflow
Intermediate
Duration: Up to 2 hours
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn about Amazon Managed Workflows for Apache Airflow in this hands-on lab as you create a Directed Acyclic Graph in Apache Airflow.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Creating and Using a VPC Endpoint Service
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn how to create and use VPC Endpoints and Services in a real environment in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking, Security, Compute; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Parveen Singh
Introduction to Azure Virtual Desktop (AVD)
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Learn the basics of Azure Virtual Desktop and how to create the resource using Azure Portal in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Business Productivity; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Adil Islam
Managing Users in Microsoft 365 Admin Center
Beginner
Duration: Up to 1 hour
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to create, manage and delete user accounts in Microsoft 365 Admin Center through this hands-on lab.; Duration: Up to 1 hour; Content Topics: Business Suites; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Parveen Singh
Introduction to Kusto Query Language (KQL)
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Explore how to use the KQL query language and operators to filter and transform the log data to make it usable and actionable for the security and operations team in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 3 Lab steps