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
Ben Lambert
NEW
Gen AI Practitioner: Evaluate and Iterate
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ben Lambert; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn to use an iterative workflow for prompt development.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ben Lambert
NEW
Gen AI Advanced: Personal AI
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ben Lambert; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn to design a personal AI assistant in this hands on lab.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 1 Lab step
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

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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
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
Manage, Monitor, and Secure Azure AI Services
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn to manage, monitor, and secure Azure AI services using best practices and Azure tools.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Ana Rojo Echeburua
Text Analysis and LLMs - Model Optimization
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore language model optimization and latency reduction 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
Ana Rojo Echeburua
Text Analysis and LLMs - Evaluating, Deploying, and Observing Models
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore language model evaluation, deployment, and observation 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
QA
AI Engineer L6 M1 Workshop Day 1 Lab
Intermediate
Duration: Up to 7 hours
Author: QA; Difficulty: Intermediate; Description: AI Engineer L6 M1 Workshop Day 1 Lab; Duration: Up to 7 hours; Content Topics: Machine Learning; This hands-on lab has: 3 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
Parveen Singh
Creating a Language Understanding Model Using Azure Language Service
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to create a language understanding model that can be used to classify text into categories using Azure Language Service.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Implementing Caching Strategies with Amazon ElastiCache
Beginner
Duration: Up to 1 hour and 20 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will learn how to use the Python programming language to cache data stored persistently in Amazon S3 using different caching strategies.; Duration: Up to 1 hour and 20 minutes; Content Topics: Development, Storage, Databases; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Setting up a Google Cloud Build Configuration to Build Docker Application
Intermediate
Duration: Up to 40 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will clone a git repo that contains a simple docker application, you will set up a cloud build configuration, and you will run the cloud build configuration you defined.; Duration: Up to 40 minutes; Content Topics: Development, DevOps; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Analyzing Sentiments and Entities in Text with Amazon Comprehend
Beginner
Duration: Up to 50 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS's natural language processing service Amazon Comprehend in this hands-on laboratory.; Duration: Up to 50 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
COURSE
Prompt engineering
Intermediate
Duration: 34 minutes and 44 seconds
Difficulty: Intermediate; Duration: 34 minutes and 44 seconds; This course has: 11 Units
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
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
Jun Fritz
Getting Started With Amazon Q Developer and AWS Lambda
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to enable and utilize Amazon Q Developer to improve your AWS Lambda functions in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Farish Kashefinejad
Working with JavaScript Destructuring
Intermediate
Duration: Up to 45 minutes
Author: Farish Kashefinejad; Difficulty: Intermediate; Description: In this lab, you will be working with JavaScript Destructuring. Destructuring is a way to unpack data from collections such as arrays and objects and bind that data to variables.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 5 Lab steps
COURSE
Advanced text generation techniques and tools
Intermediate
Duration: 26 minutes and 26 seconds
Difficulty: Intermediate; Duration: 26 minutes and 26 seconds; This course has: 10 Units
COURSE
Types of AI agent protocols
Beginner
Duration: 19 minutes and 22 seconds
Difficulty: Beginner; Duration: 19 minutes and 22 seconds; This course has: 8 Units
COURSE
Transformer model architecture
Intermediate
Duration: 35 minutes and 5 seconds
Difficulty: Intermediate; Duration: 35 minutes and 5 seconds; This course has: 12 Units
COURSE
Overview of large language models
Intermediate
Duration: 18 minutes and 53 seconds
Difficulty: Intermediate; Duration: 18 minutes and 53 seconds; This course has: 8 Units
COURSE
Farish Kashefinejad
Agent Design: From a Single Agent to Coordination
Intermediate
Duration: 16 minutes and 8 seconds
Author: Farish Kashefinejad; Difficulty: Intermediate; Duration: 16 minutes and 8 seconds; Content Topics: Artificial Intelligence; This course has: 3 Units
COURSE
Farish Kashefinejad
Agent Design: Starting with a Single Agent
Intermediate
Duration: 13 minutes and 54 seconds
Author: Farish Kashefinejad; Difficulty: Intermediate; Duration: 13 minutes and 54 seconds; Content Topics: Artificial Intelligence; This course has: 3 Units
HANDS-ON LAB
Jun Fritz
Developing Prompts With Amazon Bedrock Prompt Management
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to create, test, and publish prompts with Amazon Bedrock Prompt Management in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Farish Kashefinejad
Working With Web APIs - DOM Manipulation
Beginner
Duration: Up to 45 minutes
Author: Farish Kashefinejad; Difficulty: Beginner; Description: In this lab, you will be working with JavaScript objects. Objects are key-value paired data collections.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 6 Lab steps