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
Jun Fritz
NEW
Building AI Agents with Strands Agents and Amazon Bedrock
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Type: new hands-on lab; Difficulty: Beginner; Description: Learn how to leverage the Strands Agents SDK and Amazon Bedrock to build AI agents that can perform complex tasks across various applications and services.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
NEW
Implementing Policy as Code in Kubernetes With OPA Gatekeeper
Advanced
Duration: Up to 1 hour
Author: Logan Rakai; Type: new hands-on lab; Difficulty: Advanced; Description: Learn how to implement policy as code in Kubernetes using OPA Gatekeeper, enabling you to enforce policies and ensure compliance in your Kubernetes clusters.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps, Security; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Jun Fritz
NEW
Reducing Amazon Bedrock Inference Costs with Amazon ElastiCache
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn how to reduce Amazon Bedrock inference costs using Amazon ElastiCache for caching in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps

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HANDS-ON LAB
Andrew Burchill
Mitigating Amazon RDS Performance Bottlenecks With a Read Replica
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to create a read only Amazon RDS read-only replica to improve performance 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
LAB CHALLENGE
Andrea Giussani
Machine Learning Python Challenge: Classification
Advanced
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Advanced; Description: The aim of this lab is to challenge you on building a supervised machine learning pipeline to predict the probability that a subject will suffer from a heart stroke.; Duration: Up to 1 hour; Content Topics: Machine Learning; This lab challenge 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
Andrew Burchill
Optimizing Prompts For Large Language Models Using Amazon Bedrock
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to engineer and develop prompts for large language models in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Use Vertex AI Vector Search to Recommend Similar Products
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you will use Vertex AI's vector search capabilities to recommend similar products in a retail setting.; Duration: Up to 1 hour and 15 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ben Lambert
Docker: Building Services With Compose
Advanced
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Advanced; Description: Containers are increasingly becoming more ubiquitous across a range of industries. Compose simplifies the creation and management of container based applications. Learn more in this hands-on lab environment.; Duration: Up to 2 hours; Content Topics: Containers; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Packaging
Advanced
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Advanced; Description: Packaging Python-based applications has evolved over time. Learn the current method for creating Python packages through hands-on learning.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 2 Lab steps
LAB CHALLENGE
Andrew Burchill
AWS CloudTrail Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Test your AWS CloudTrail skills in this hands-on challenge lab as you are tasked with configuring logging for Amazon S3 data events.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 1 Lab step
HANDS-ON LAB
Ben Lambert
Python: Introduction to Debugging
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: Debugging is a natural part of the development process. This lab introduces three debugging techniques for effectively debugging Python applications.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 7 Lab steps
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
Andrew Burchill
Creating, Importing, and Using Your Own Customer Master Key
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Key Management Service to create a new CMK using your own key material 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
Farish Kashefinejad
Working With JavaScript For Loops
Intermediate
Duration: Up to 45 minutes
Author: Farish Kashefinejad; Difficulty: Intermediate; Description: In this lab, you will be working with JavaScript For Loops.; Duration: Up to 45 minutes; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Selecting HTML Elements using CSS
Beginner
Duration: Up to 25 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will write CSS rules that select elements by element type, class, identifer and parent element type.; Duration: Up to 25 minutes; Content Topics: Development; 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
Logan Rakai
Using Microsoft Fabric Lakehouse to Ingest and Analyze Data
Beginner
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to use Microsoft Fabric Lakehouse to ingest data using a pipeline and analyze the data using SQL and Power BI.; Duration: Up to 1 hour; Content Topics: Analytics; This hands-on lab has: 5 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
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
Parveen Singh
Design and Configure Point-to-Site VPN with Azure Virtual Network Gateway
Advanced
Duration: Up to 1 hour and 30 minutes
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to design and deploy a point-to-site VPN using an Azure Virtual Network Gateway in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Inheritance
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: Object oriented programming consists of bundling data and code together into a single entity referred to as **objects**. Object inheritance is an important aspect of object-oriented programming. Learn how to create object hierarchies in this hands-on lab.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Magic Methods
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: Learn how to use magic methods to control the way that objects interact with the Python language syntax and built-in functions. This lab covers commonly used magic methods through hands-on learning.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Introduction to Mocking
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: The unittest.mock module is Python's built-in mocking and patching module. Used to replace objects with fake implementations during testing. This lab introduces the unittest.mock module through hands-on learning.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 12 Lab steps
HANDS-ON LAB
QA
PowerBI Desktop for Business Users Learning Path 2
Beginner
Duration: Up to 5 hours and 47 minutes
Author: QA; Difficulty: Beginner; Description: Learn to use of Power BI Desktop to connect to data, create Visualizations, query the data and publish reports.; Duration: Up to 5 hours and 47 minutes; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Introduction to Unittest
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: Python's built-in unittest module is a testing framework for creating unit and integration tests. This lab introduces the unittest module through hands-on learning.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 12 Lab steps