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 Building AI Agents in Python course | QAAIAGPY-BL |
Beginner
Duration: 3 minutes
Type: new course; Difficulty: Beginner; Duration: 3 minutes; This course has: 1 Lecture
COURSE
NEW
AI engineering: The byte-sized guide | QAAIAGPY-BL |
Beginner
Duration: 19 minutes
Type: new course; Difficulty: Beginner; Duration: 19 minutes; This course has: 5 Lectures
COURSE
NEW
What's next? | CM P |
Intermediate
Duration: 7 minutes and 34 seconds
Type: new course; Difficulty: Intermediate; Duration: 7 minutes and 34 seconds; This course has: 2 Lectures

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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
Andrew Burchill
Using AWS Global Accelerator With AWS WAF
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to combine AWS Global Accelerator and AWS WAF with an Application Load Balancer for low latency global routing in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking, Management, Security, Compute; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Calculated Systems
Spatial Measurements and Spatial Transformations with BigQuery GIS and Python
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: Perform spatial measurements and spatial transformations in BigQuery GIS using Python in this lab.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
QA
NEW
A Practical Introduction to Language Models
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: QA; Type: new hands-on lab; Difficulty: Intermediate; Description: In this lab you'll learn how to automatically summarize long pieces of text using an OpenAI model.; 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
Implementing a RAG Pipeline With AWS Step Functions
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to implement a RAG pipeline to support a knowledge base using AWS Step Functions 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
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
Jun Fritz
Improving Data Resiliency With Amazon S3 Cross-Region Replication
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to replicate Amazon S3 objects across AWS regions to improve data resiliency in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Storage; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Parveen Singh
Interacting with Azure CosmosDB using Python SDK
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to create an Azure CosmosDB account and containers using Python SDK 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
Interacting with Azure Web App using Python SDK
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Learn how to use Python SDK to authenticate and interact with Azure Web Apps in this hands-on lab.; Duration: Up to 1 hour; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Multicloud Infrastructure as Code With Terraform and Ansible
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to deploy and manage infrastructure across multiple cloud providers using Terraform and Ansible.; Duration: Up to 1 hour and 30 minutes; Content Topics: Management, DevOps, Deployment; This hands-on lab has: 5 Lab steps
LEARNING PATH
NEW
Building an AI agent - Lab course
Intermediate
Duration: Up to 12 hours and 30 minutes
Type: new learning path; Difficulty: Intermediate; Description: In this lab course, you will use python to learn to design and develop intelligent single and multi-agent systems.; Duration: Up to 12 hours and 30 minutes; Content Topics: Artificial Intelligence; This learning path has: 8 Hands-on labs
HANDS-ON LAB
QA
NEW
Equipping Agents with Tools
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: QA; Type: new hands-on lab; Difficulty: Intermediate; Description: In this lab, you will learn how to build a minimal LangGraph swarm system with agents equipped with tools using LangGraph and OpenAI's GPT-4o-mini model.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
QA
NEW
Working with Multiple Agents
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: QA; Type: new hands-on lab; Difficulty: Intermediate; Description: In this lab, you'll learn how to build a simple multi-agent system using LangGraph’s Swarm library.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
QA
NEW
Building Single Agent Systems
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: QA; Type: new hands-on lab; Difficulty: Intermediate; Description: In this lab you'll learn how to build a simple AI agent equipped with a tool and short memory using LangGraph and OpenAI's GPT-4o-mini.; 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
Implementing an ETL Pipeline with AWS SDK for Pandas
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS SDK for Pandas to process real-time transaction data 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
Parveen Singh
Provisioning an Azure Web App with MySQL Flexible Database
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to provision an Azure Web App with a MySQL Flexible Database 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
QA
Create a Custom Copilot That Uses Your Own Data
Intermediate
Duration: Up to 2 hours
Author: QA; Difficulty: Intermediate; Description: Lab to experience the custom copilot that uses your own data; Duration: Up to 2 hours; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Working With Conversational Memory and the Amazon Bedrock Converse API
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to incorporate the Amazon Bedrock Converse API and conversational memory into your large language model application 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
Jun Fritz
Developing Chains and Runnables With the LangChain Expression Language (LCEL)
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Step through an application to learn about the LangChain Expression Language (LCEL) and how to develop chains and custom runnables in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Using Amazon DocumentDB to Store and Search Vector Data
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Lean how to use Amazon DocumentDB's vector search functionality in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Development, Databases; This hands-on lab has: 4 Lab steps
COURSE
NEW
Introduction to the course | C# F |
Beginner
Duration: 13 minutes and 49 seconds
Type: new course; Difficulty: Beginner; Duration: 13 minutes and 49 seconds; This course has: 3 Lectures
HANDS-ON LAB
QA
NEW
Improving Agentic Systems with RAG & Prompt Engineering
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: QA; Type: new hands-on lab; Difficulty: Intermediate; Description: In this lab you'll explore how to use prompt engineering and RAG (Retrieval-Augmented Generation) to improve agentic system performance.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
QA
NEW
End of Course Building AI Agents Project
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: QA; Type: new hands-on lab; Difficulty: Intermediate; Description: This lab serves as the capstone project for 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