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
Getting ready for your Machine Learning course | AIML |
Beginner
Duration: 5 minutes
Type: new course; Difficulty: Beginner; Duration: 5 minutes; This course has: 2 Units
HANDS-ON LAB
Paul Thomas
NEW
Multi-Step AI Workflow with Azure Functions
Beginner
Duration: Up to 2 hours
Author: Paul Thomas; Type: new hands-on lab; Difficulty: Beginner; Description: This lab takes an agentic AI approach using Azure Function. The function integrates with OpenAI and CosmosDB to categorize a customer complaint and store the result in CosmosDB.; Duration: Up to 2 hours; Content Topics: Microsoft Azure; This hands-on lab has: 7 Lab steps
COURSE
NEW
AWS Cost Management Fundamentals
Beginner
Duration: 3 minutes
Type: new course; Difficulty: Beginner; Duration: 3 minutes; This course has: 1 Unit

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HANDS-ON LAB
Luke Orellana
Tuning Hyperparameters with Hyperdrive in Azure Machine Learning
Intermediate
Duration: Up to 1 hour
Author: Luke Orellana; Difficulty: Intermediate; Description: In this lab, use Azure's Machine Learning Hyperdrive package to quickly tune hyperparameters for a regression model.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Improve Cloud SQL Infrastructure Using High Availability
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will enable high availability for a Cloud SQL instance and you will failover it to check that the high availability is guaranteed.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Deploy a Message Queuing Solution With Google Cloud Pub/Sub
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Google Cloud Pub/Sub is a message queuing service that allows you to deploy topics and attach subscriptions to them. Once a message is sent to the topic, it will send the message to all the attached subscriptions.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Jun Fritz
Enhancing Generative AI Models With Retrieval-Augmented Generation (RAG)
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn the fundamentals of Retrieval-Augmented Generation (RAG) and how to enhance the accuracy of generative AI models in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Daniel Wood
Backup and Restore a Kubernetes Cluster
Intermediate
Duration: Up to 40 minutes
Author: Daniel Wood; Difficulty: Intermediate; Description: Perform a backup and restore cluster management operation of a Kubernetes cluster in this lab.; Duration: Up to 40 minutes; Content Topics: Containers; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Securing Azure Web App Application Settings using Key Vault Secrets
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to securely access web application settings by storing secrets in the Azure Key vault in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 4 Lab steps
LAB CHALLENGE
Farish Kashefinejad
JavaScript for Beginners Challenge
Advanced
Duration: Up to 1 hour
Author: Farish Kashefinejad; Difficulty: Advanced; Description: In this lab, you will build out the remaining features of a calculator app within a time-limited environment using JavaScript.; Duration: Up to 1 hour; Content Topics: Development; This lab challenge has: 9 Lab steps
LAB CHALLENGE
Logan Rakai
Java Challenge: RNA Transcription
Beginner
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Your task in this challenge return the RNA complement of a given DNA strand (per the provided RNA transcription rules).; Duration: Up to 30 minutes; Content Topics: Development; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Logan Rakai
Ansible Configuration Management Troubleshooting Challenge
Intermediate
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Intermediate; Description: Put your Ansible skills to the test in this challenge requiring you to troubleshoot a provided Ansible configuration the deploys a web application.; Duration: Up to 1 hour; Content Topics: DevOps, Management; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Ed Wright
Developing Web Applications using HTML5
Intermediate
Duration: Up to 8 hours
Author: Ed Wright; Difficulty: Intermediate; Description: This lab takes developers with some experience of the core technologies into this brave new world whilst supporting the legacy technologies that many organizations must still support.; Duration: Up to 8 hours; Content Topics: Web; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Streamlining Workflows and Tasks With Amazon Bedrock Agents
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to configure, prepare, and test an Amazon Bedrock agent to perform functional and operational tasks 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
Andrew Burchill
Moderating Content with Amazon Bedrock
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Amazon Bedrock to moderate textual content as a part of a content processing system 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
Farish Kashefinejad
Working with JavaScript Conditionals (If statements)
Intermediate
Duration: Up to 40 minutes
Author: Farish Kashefinejad; Difficulty: Intermediate; Description: In this lab, you will be working with JavaScript Conditionals using If Statements. A function is a block of code designed to perform a specific coding task.; Duration: Up to 40 minutes; Content Topics: Development; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Palindrome
Beginner
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Beginner; Description: Challenge your knowledge of Python by implementing functions used to check words and phrases for palindromes.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 4 Lab steps
LEARNING PATH
Danny Jessee
AWS Certified CloudOps Engineer - Associate (SOA-C03) Certification Preparation for AWS
Intermediate
Duration: Up to 67 hours and 18 minutes
Author: Danny Jessee; Difficulty: Intermediate; Description: Train to prepare for the AWS Certified CloudOps Engineer - Associate (SOA-C03) certification.; Duration: Up to 67 hours and 18 minutes; Content Topics: Amazon Web Services; This learning path has: 1 Resource, 8 Courses, 9 Lab challenges, 8 Exams, 21 Hands-on labs
LEARNING PATH
Danny Jessee
Understanding AWS Storage Services
Beginner
Duration: Up to 23 hours and 16 minutes
Author: Danny Jessee; Difficulty: Beginner; Description: This course will help you understand the different AWS storage services including S3, EBS, EFS, and FSx, and how to use them within your environment.; Duration: Up to 23 hours and 16 minutes; Content Topics: Storage; This learning path has: 18 Courses, 2 Lab challenges, 2 Exams, 9 Hands-on labs
HANDS-ON LAB
Stefano Cascavilla
Using Cloud Firestore in Datastore Mode as a NoSQL Database
Beginner
Duration: Up to 35 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will start using Cloud Firestore in Datastore mode as your NoSQL database. You will work with entities, keys, and properties.; Duration: Up to 35 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 5 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
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
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
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