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
Ana Rojo Echeburua
Text Analysis and LLMs - Tokens and Embeddings
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore tokens and embeddings 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 - Overview
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore an overview of language models 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
Improving Agentic Systems with RAG & Prompt Engineering
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 7 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
Deploying Large Language Models Using Ray Serve
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the scalable Ray Serve framework to performantly deploy a large language model in this hands-on lab.; Duration: Up to 1 hour and 30 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
Ben Lambert
Git Reflog
Advanced
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Advanced; Description: Git reflog can recover lost commits, branches, and changes. Explore the 'git reflog' command with this hands-on lab.; Duration: Up to 1 hour; Content Topics: DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ben Lambert
Undoing Changes in Different States of Git
Intermediate
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Intermediate; Description: Git includes multiple commands for undoing changes, depending on the situation. This hands-on lab covers the reset and revert commands.; Duration: Up to 1 hour; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Auto scaling and testing an Amazon ECS deployment
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS CLI to configure auto scaling for an Amazon ECS deployment 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
Jun Fritz
Monitoring Amazon ECS Resources With Amazon CloudWatch
Intermediate
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to monitor and react to AWS ECS metrics using Amazon CloudWatch container insights in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Configuring AWS Lambda Layers
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to configure and share AWS Lambda layers in the AWS console and with the AWS SAM CLI in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Exceptions
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: Understanding how to handle exceptions is an essential aspect of Python development. Learn how to create, handle, and raise exceptions in Python through hands-on learning.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Lambda Functions
Advanced
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Advanced; Description: The Python language syntax includes rules for anonymous functions named: lambda functions. Learn lambda functions through hands-on examples and a chance to practice what you've learned.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Troubleshooting Terraform Environments
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to troubleshoot, debug, and remediate failed Terraform environments and undesired resource configurations in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Deployment; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Defining and Working With dbt Tests
Advanced
Duration: Up to 1 hour and 15 minutes
Author: Stefano Cascavilla; Difficulty: Advanced; Description: In this lab, you will understand what are dbt tests. You will then create a custom test, and test your sources and a model both with native dbt tests and with the custom dbt test.; Duration: Up to 1 hour and 15 minutes; Content Topics: Data build tool (dbt); This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Introduction to SQLAlchemy
Advanced
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Advanced; Description: SQLAlchemy is a module designed to provide better developer ergonomics for database access and interactions. Learn how to interact with relational databases in Python with SQLAlchemy.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Adil Islam
Deploying a Webapp to Azure App Service Using Git Locally
Beginner
Duration: Up to 45 minutes
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to deploy a webapp to Azure App service locally using Git in this hands-on lab!; Duration: Up to 45 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Working With Incremental dbt Models
Beginner
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will understand what are incremental dbt models, and you will create two models by using the incremental materialization type.; Duration: Up to 1 hour; Content Topics: Data build tool (dbt); This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Importing AWS CloudFormation Templates into the AWS CDK
Intermediate
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to import an existing AWS CloudFormation template into an AWS CDK application in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Allocating Resource Attributes with AWS CDK Tokens
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how the AWS CDK allocates and resolves dynamic resource attributes using tokens 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
Stefano Cascavilla
Create and Execute Your First dbt Models
Beginner
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create your first dbt models. You will create a model starting from the dbt sources, and you will create another one starting from the existing model. You will then execute and materialize them in the PostgreSQL database.; Duration: Up to 1 hour; Content Topics: Data build tool (dbt); This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Testing AWS CDK Constructs with Fine-grained Assertions
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to write fine-grained assertion tests and prevent regressions in your application using the AWS CDK in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Configure a dbt Profile and Define Sources
Beginner
Duration: Up to 40 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will configure a dbt profile to connect to a PostgreSQL database, and you will define sources to be used in a dbt project.; Duration: Up to 40 minutes; Content Topics: Data build tool (dbt); This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Understand and Use dbt Jinja Macros
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand what Jinja macros are and why they are helpful. You will then leverage the most important native macros source and ref, and you will create a custom macro.; Duration: Up to 1 hour; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Jun Fritz
Managing Assets with the AWS CDK v2
Intermediate
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to include and manage your local files and directories as assets using the AWS CDK in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps