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
Jun Fritz
From Code to Intent: Build Your First Kiro Workflow
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to use AWS Kiro's spec-driven workflow to build and deploy a serverless application on AWS, transforming plain language intent into production-ready code in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 4 Lab steps
COURSE
Grounding, accuracy, and strategic integration
Advanced
Duration: 13 minutes and 51 seconds
Difficulty: Advanced; Duration: 13 minutes and 51 seconds; This course has: 7 Units
COURSE
Personal AI assistants and advanced prompting patterns
Advanced
Duration: 10 minutes and 19 seconds
Difficulty: Advanced; Duration: 10 minutes and 19 seconds; This course has: 6 Units

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HANDS-ON LAB
Andrew Burchill
AWS Cloud9 Terminal and Editor Playground
Beginner
Duration: Up to 4 hours
Author: Andrew Burchill; Difficulty: Beginner; Description: Explore the hosted AWS Cloud9 integrated development environment in this hands-on playground lab.; Duration: Up to 4 hours; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Creating a Network Storage Solution Using Google Cloud Filestore
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create a Filestore instance, attach it to a GCE virtual machine, test it, and lastly, create a backup of the Filestore instance.; Duration: Up to 45 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Calculated Systems
Machine Learning and BigQuery GIS
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab demonstrates how to perform a clustering analysis in BigQuery GIS using Python and Jupyter notebooks.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Implementing Exponential Backoff When Accessing Amazon S3
Beginner
Duration: Up to 45 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will see what happens when Amazon S3 issues error responses due to high request volumes, and you will learn how to handle this situation so your solutions continue to perform.; Duration: Up to 45 minutes; Content Topics: Development, Storage; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Calculated Systems
Using Python to Drive Insights in BigQuery
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: In this lab you will get started with BigQuery to analyze a large public dataset and use Python to drive insights from it.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Managing Google Compute Engine Persistent Disks
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create a zonal persistent disk, attach it to a Compute Engine VM, and you will backup it creating a disk snapshot.; Duration: Up to 45 minutes; Content Topics: Storage; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Logan Rakai
Java Development Playground
Beginner
Duration: Up to 4 hours
Author: Logan Rakai; Difficulty: Beginner; Description: This Java development playground provides you with a ready-to-use in-browser Java integrated development environment (IDE) for you to easily play with Java.; Duration: Up to 4 hours; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ana Rojo Echeburua
Text Analysis and LLMs - Training and Fine Tuning
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore language model training and fine-tuning in this hands-on lab environment.; Duration: Up to 2 hours and 30 minutes; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Parveen Singh
Using Generative AI to Create Apps in Azure OpenAI Service
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: In this lab, you will use generative AI to create an app in Azure OpenAI Service.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Building Generative Search Application using Azure AI Search and OpenAI
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to work with Azure AI Search and OpenAI to build a generative search application 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
Deploying Large Language Models Using Ray Serve
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the scalable Ray Serve framework to performantly deploy a large language model in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Burchill
Using IAM Roles Anywhere to Access Resources From Outside AWS
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to extend IAM roles and policies to non-AWS workloads in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Andrew Burchill
Centralizing Data Management With AWS Lake Formation
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Lake Formation and AWS Glue to manage permissions and dataset metadata for a data lake in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Analytics, Storage; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Managing Secrets With Terraform and AWS Secrets Manager
Intermediate
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to manage secrets in your infrastructure-as-code using Terraform and AWS Secrets Manager.; Duration: Up to 30 minutes; Content Topics: Security, Deployment; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Parveen Singh
Handling Azure Storage Account Blob Changes With Azure Logic App Workflow
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to handle Azure Storage Account Blob changes with Azure Logic App workflow in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Development, Storage; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Ben Lambert
Observability: Open Telemetry
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Ben Lambert; Difficulty: Intermediate; Description: OpenTelemetry has become the standard for collecting telemetry data from your applications and infrastructure. Learn how to instrument applications to provide key insights.; Duration: Up to 2 hours and 30 minutes; Content Topics: Site Reliability; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Jun Fritz
Evaluating Network Security With Amazon VPC Network Access Analyzer
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to identify unintended network access to AWS resources using Amazon VPC Network Access Analyzer in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Networking, Security; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Managing Tasks With Amazon EventBridge Scheduler
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to create, run, and manage scheduled tasks at scale with Amazon EventBridge Scheduler in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon Elastic Container Service End-To-End Challenge
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon ECS skills to the test in this hands-on lab as you are tasked with deploying a container from beginning to end.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This lab challenge has: 1 Lab step
HANDS-ON LAB
Andrew Burchill
Auto scaling and testing an Amazon ECS deployment
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS CLI to configure auto scaling for an Amazon ECS deployment 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
Jun Fritz
Monitoring Amazon ECS Resources With Amazon CloudWatch
Intermediate
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to monitor and react to AWS ECS metrics using Amazon CloudWatch container insights in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Examining an AWS App Runner Service
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to easily deploy web applications with no prior AWS experience by examining an AWS App Runner service in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: AWS App Runner; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Andrew Burchill
AWS Lambda and Private Amazon VPC Challenge
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Intermediate; Description: Put your AWS Lambda skills to the test in the hands-on challenge as you are tasked with deploying a private AWS Lambda function.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This lab challenge has: 1 Lab step
HANDS-ON LAB
Jun Fritz
Configuring AWS Lambda Layers
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to configure and share AWS Lambda layers in the AWS console and with the AWS SAM CLI in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps