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

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
Parveen Singh
Creating Your First Azure Virtual Machine Scale Sets
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to create an Azure Virtual Machine Scale Sets and host webserver in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Compute; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Farish Kashefinejad
Working With JavaScript Object Constructor
Advanced
Duration: Up to 45 minutes
Author: Farish Kashefinejad; Difficulty: Advanced; Description: In this lab, you will be working with JavaScript Object Constructors. A constructor is a function that creates an instance of an object. They can be thought of as object blueprints for when you want to have multiple objects with the same properties among each one.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Adil Islam
Converting ARM Templates to Azure Bicep Templates
Beginner
Duration: Up to 1 hour
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to convert your ARM templates into Azure's new Bicep template format.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Dave Bedford
Virtual Network Peering, Private DNS
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Dave Bedford; Difficulty: Beginner; Description: Virtual Network Peering, Private DNS; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Andrew Burchill
Integrating Custom Resources in AWS CloudFormation
Beginner
Duration: Up to 1 hour and 20 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS CloudFormation custom resources to integrate with third party APIs in this hands-on lab.; Duration: Up to 1 hour and 20 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Ana Rojo Echeburua
Text analysis and LLMs - prompt engineering
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore prompt engineering in this hands-on lab environment.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Parveen Singh
Interacting with Azure AI Speech Service with Azure AI Studio
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to use Azure AI Speech Service to convert speech to text and text to speech using Azure AI Studio.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Building a PDF RAG Chatbot Powered by LangChain and Amazon Bedrock
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to deploy a PDF Chatbot using retrieval-augmented generation (RAG), LangChain, and AWS services 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
Using Generative AI from Amazon Aurora
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to call an Amazon Bedrock model from an Amazon Aurora MySQL database in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Leveraging Artificial Intelligence to Analyze Amazon CloudWatch Logs
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to utilize natural language processing and machine learning to analyze Amazon CloudWatch Logs in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Ben Lambert
Git Hooks
Intermediate
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Intermediate; Description: Git hooks can be used to automate tasks such as running tests, linting code, and checking for code formatting issues. Learn to create Git hooks in this hands-on lab.; Duration: Up to 1 hour; Content Topics: DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ana Rojo Echeburua
A Practical Introduction to Language Models
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 2 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Equipping Agents with Tools
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 5 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Working with Multiple Agents
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 4 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Building Single Agent Systems
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 3 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Andrew Burchill
Accelerating SageMaker Training With HyperParameter Tuning
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Automatic Model HyperParameter Tuning to accelerate machine learning model development in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Burchill
Enhancing Productivity With Amazon Q Business
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to setup and configure an Amazon Q Business application to boost your business productivity.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Upgrade a Kubernetes Cluster With Kubeadm
Intermediate
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to perform a full upgrade of a Kubernetes cluster in this lab.; Duration: Up to 1 hour; Content Topics: Containers; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Ana Rojo Echeburua
Building AI Agents for Good: Ethics, Risk, and Responsibility
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 6 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
LEARNING PATH
Stuart Scott
Managing Migration and Data Transfer with AWS
Intermediate
Duration: Up to 5 hours and 58 minutes
Author: Stuart Scott; Difficulty: Intermediate; Description: Understand the different AWS services that are available when performing data migration and transfer operations for your workloads; Duration: Up to 5 hours and 58 minutes; Content Topics: Networking, Migration, Storage, Databases, Content Delivery Networking; This learning path has: 6 Courses, 1 Lab challenge, 2 Hands-on labs
SIMULAB
Logan Rakai
Data Detectives: SQL Query SimuLab
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Beginner; Description: A disgruntled ex-employee has taken the company’s data hostage. Prove your SQL skills by answering key business questions, and they’ll agree to reverse the damage.; Duration: Up to 1 hour; Content Topics: SQL; This simulab has: 1 Lab step
SIMULAB
Logan Rakai
Large Language Model (LLM) Application Security SimuLab
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: This lab provides an interactive environment to explore the security implications of applications using Large Language Models (LLMs) and how to mitigate potential risks.; Duration: Up to 2 hours; Content Topics: Cyber Security; This simulab has: 1 Lab step
HANDS-ON LAB
Andrew Burchill
Archiving On-Premises Storage With AWS DataSync
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS DataSync service to archive data from an NFS storage server to Amazon S3 in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Storage, Compute; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Debugging Practice
Advanced
Duration: Up to 3 hours
Author: Ben Lambert; Difficulty: Advanced; Description: The ability to effectively debug a Python application is a valuable skill for Python developers. This lab provides and opportunity to practice debugging a web-based application.; Duration: Up to 3 hours; Content Topics: Development; This hands-on lab has: 3 Lab steps