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 Resilient AI Architectures using Amazon Bedrock and AWS Step Functions
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Type: new hands-on lab; Difficulty: Beginner; Description: Build and deploy a resilient AI model gateway using AWS Step Functions and Amazon Bedrock to protect against service disruptions and model throttling in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
COURSE
NEW
Getting ready for your AI leadership pathway | INT0013 |
Beginner
Duration: 6 minutes
Type: new course; Difficulty: Beginner; Duration: 6 minutes; This course has: 2 Units
HANDS-ON LAB
NEW
Observability lab
Advanced
Duration: Up to 4 hours
Type: new hands-on lab; Difficulty: Advanced; Description: Hands-on lab which allows for the simulation of SRE and observability metrics; Duration: Up to 4 hours; This hands-on lab has: 4 Lab steps

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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
Daniel Wood
CKA Practice Exam: Workloads and Scheduling
Intermediate
Duration: Up to 50 minutes
Author: Daniel Wood; Difficulty: Intermediate; Description: Prepare for the Certified Kubernetes Administrator (CKA) exam by solving practice problems and reviewing their solutions in this lab on workloads and scheduling.; Duration: Up to 50 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 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
Jeremy Cook
Analyzing AWS Cost and Usage Reports using Athena
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Analyzing AWS Cost and Usage Reports (CUR) using Athena; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 5 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
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
HANDS-ON LAB
Logan Rakai
Using Security Groups for Pods in Amazon EKS
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you will learn how to integrate security groups with an Amazon EKS cluster to allow specific pods to access and RDS database.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 11 Lab steps
LAB CHALLENGE
Parveen Singh
Azure Storage Account Private Endpoint Challenge
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Put your Private Endpoint skills to the test in this hands-on lab challenge using a real Azure environment.; Duration: Up to 1 hour; Content Topics: Networking, Security, Storage; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Integrating Lambda Layers with the Serverless Framework
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will use the Serverless Framework to create a service and to integrate a Lambda layer to be used by the service.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 4 Lab steps
LAB CHALLENGE
Logan Rakai
Advanced Java Programming Challenge
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: This lab challenge will help you confirm your knowledge of topics covered in the Advanced Java Programming learning path.; Duration: Up to 2 hours; Content Topics: Development; This lab challenge has: 2 Lab steps
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
QA
PowerBI Desktop for Business Users
Intermediate
Duration: Up to 30 minutes
Author: QA; Difficulty: Intermediate; Description: PowerBI Desktop for Business Users; Duration: Up to 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
IAM for Amazon ECS on AWS Fargate
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn the fundamental concepts of IAM in the context of Amazon ECS on AWS Fargate and learn how to diagnose and troubleshoot related issues in this lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Daniel Wood
CKA Practice Exam: Troubleshooting
Intermediate
Duration: Up to 50 minutes
Author: Daniel Wood; Difficulty: Intermediate; Description: Prepare for the Certified Kubernetes Administrator (CKA) exam by solving practice problems and reviewing their solutions in this lab on troubleshooting.; Duration: Up to 50 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
CKA Practice Exam - Services and Networking
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Services and Neworking domain of the Certified Kubernetes Administrator (CKA) exam in this lab with exam-like tasks and a solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps