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
Ethics, risk, and responsibility
Beginner
Duration: 11 minutes and 36 seconds
Type: new course; Difficulty: Beginner; Duration: 11 minutes and 36 seconds; This course has: 4 Units
COURSE
NEW
Tools and actions
Beginner
Duration: 20 minutes and 49 seconds
Type: new course; Difficulty: Beginner; Duration: 20 minutes and 49 seconds; This course has: 9 Units
COURSE
NEW
LangGraph for multi-agent development
Beginner
Duration: 11 minutes and 10 seconds
Type: new course; Difficulty: Beginner; Duration: 11 minutes and 10 seconds; This course has: 6 Units

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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
Jun Fritz
Developing an ETL Job in AWS Glue Studio
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to develop an AWS Glue job using the AWS Glue visual ETL editor in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Analytics; This hands-on lab has: 4 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
Monitoring Data Quality Issues with Amazon SageMaker
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to create and configure a model monitor schedule in this hands on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Ingesting and Transforming Data Using Azure Data Factory
Intermediate
Duration: Up to 45 minutes
Author: Parveen Singh; Difficulty: Intermediate; Description: In this lab, you will learn how to data cleansing, handling duplicates, managing missing data, and splitting data using Azure Data Factory.; Duration: Up to 45 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Parveen Singh
Working with Azure AI Translator Service
Beginner
Duration: Up to 45 minutes
Author: Parveen Singh; Difficulty: Beginner; Description: Learn how to create an Azure AI Translators service using the Azure Portal in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 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
Jun Fritz
Orchestrating Generative AI Applications With AWS Step Functions and Amazon Bedrock
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to perform AI prompt-chaining and integrate Amazon Bedrock with AWS Step Functions in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Invoking Amazon Bedrock Models Using the Bedrock Runtime and AWS Lambda
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to invoke Amazon Bedrock models using the Amazon Bedrock API and AWS Lambda in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 3 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
Parveen Singh
Creating a Language Understanding Model Using Azure Language Service
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to create a language understanding model that can be used to classify text into categories using Azure Language Service.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 5 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
Andrew Burchill
Continuously Detecting Vulnerabilities With Amazon Inspector
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: See how to activate and use Amazon Inspector to continuously detect vulnerabilities and exploits in your AWS workloads.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Getting Started With Amazon Q Developer and AWS Lambda
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to enable and utilize Amazon Q Developer to improve your AWS Lambda functions in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Introduction to the OpenAI Chat Completions API
Beginner
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to use the OpenAI Chat completions API to generate text in this lab.; Duration: Up to 30 minutes; This hands-on lab has: 1 Lab step
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
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
HANDS-ON LAB
Ben Lambert
Git Reflog
Advanced
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Advanced; Description: Git reflog can recover lost commits, branches, and changes. Explore the 'git reflog' command with this hands-on lab.; Duration: Up to 1 hour; Content Topics: DevOps; This hands-on lab has: 2 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