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.

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HANDS-ON LAB
QA
NEW
Live Lab QASREE-BL: Lab 5 DR Site creation
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab is focused on creating a DR site for AWS. If the Primary site resources have issues that affect service availability, it is important that this is detected and, where appropriate, automatic remedial action is performed. During this lab, you will be challenged to take an existing environment consisting of a basic web frontend, provisioned by an autoscaling group and database backend and provision a 'Pilot Light' DR site. As this is a challenge-style lab, you will only be given high-level instructions with supporting information when required.; Duration: Up to 3 hours; This hands-on lab has: 13 Lab steps
HANDS-ON LAB
QA
NEW
Live Lab QASREE-BL: Lab 4 Stress Testing
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab uses an AWS infrastructure — Web, Application, and Database, to help you explore stress testing tools such as Stress, JMeter and BlazeMeter; Duration: Up to 3 hours; This hands-on lab has: 12 Lab steps
HANDS-ON LAB
QA
NEW
Live Lab QASREE-BL : Lab 3 Monitoring
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab takes you through the steps of setting up monitoring in the cloud. Using EC2s you will use Prometheus metrics, Grafana dashboards, and Splunk for logging.; Duration: Up to 3 hours; This hands-on lab has: 9 Lab steps

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HANDS-ON LAB
Andrea Giussani
Machine Learning with scikit-learn
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: The aim of this lab is to challenge you on building a supervised machine learning pipeline to predict the median values of owner-occupied housing in USD 1000 in the Boston dataset.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Calculated Systems
Visualizing Data in Amazon QuickSight
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: Learn how Amazon Quicksight can help you get the most out of your data by allowing you to visualize, embed, and share data quickly.; Duration: Up to 1 hour; Content Topics: Analytics; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Matt Martinez
Intro to SQL Challenge
Beginner
Duration: Up to 1 hour
Author: Matt Martinez; Difficulty: Beginner; Description: This lab challenge provides you with a SQL environment. You must perform several SQL tasks to complete the challenge.; Duration: Up to 1 hour; Content Topics: SQL; This lab challenge has: 3 Lab steps
LAB CHALLENGE
Stefano Cascavilla
Google Cloud Networking Challenge
Beginner
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab challenge, you'll be given a desired end state and be required to reach it using your knowledge of Google Cloud and networking.; Duration: Up to 1 hour; Content Topics: Networking; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Create a Voting Web App using React
Intermediate
Duration: Up to 1 hour and 45 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: This lab shows you how to install and set up a React-based development environment, allowing you to compile and execute your own React-based web applications.; Duration: Up to 1 hour and 45 minutes; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Employing Generative AI for Development With Amazon Bedrock
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to effectively make use of a Large Language Model when developing applications using Amazon Bedrock in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Practicing Shell Scripting Fundamentals
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Apply your knowledge of Linux shell scripting fundamentals and work shell variables, conditional statements, and for loops in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Operating System; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Luke Orellana
Creating Loops in Terraform and Scaling Resources in Azure
Intermediate
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Intermediate; Description: Follow along with this hands-on lab and create clean scalable Terraform code by using loops.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Implementing Safeguards for AI Applications With Amazon Bedrock Guardrails
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Configure an Amazon Bedrock Guardrail to ensure safe, responsible interactions with your AI applications in this hands-on lab.; Duration: Up to 30 minutes; This hands-on lab has: 2 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 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
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
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
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
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
HANDS-ON LAB
Andrew Burchill
Detecting Malicious Web Requests With AWS Web Application Firewall
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Web Application Firewall to block and count potentially malicious web requests in this hands-on laboratory.; Duration: Up to 1 hour; Content Topics: Management, Security; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Adil Islam
Managing Workstreams Using Projects in Azure DevOps
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to create a logical repository for source code and a place for users to plan, track progress, and collaborate on building software solutions to support different business units and manage multiple workstreams.; Duration: Up to 1 hour and 30 minutes; Content Topics: DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Securing your VPC using Public and Private Subnets (NAT Instance)
Beginner
Duration: Up to 2 hours and 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to increment the network security creating a public and private subnet on VPC and filter traffic using a network ACL and NAT instance; Duration: Up to 2 hours and 30 minutes; Content Topics: Networking, Security; This hands-on lab has: 13 Lab steps