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.

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COURSE
NEW
Evaluating, Deploying, and Observing Models
Intermediate
Duration: 40 minutes and 41 seconds
Type: new course; Difficulty: Intermediate; Duration: 40 minutes and 41 seconds; Content Topics: Development; This course has: 14 Units
COURSE
NEW
Introduction to Prompt Engineering | AI4 |
Beginner
Duration: 1 hour and 12 minutes
Type: new course; Difficulty: Beginner; Duration: 1 hour and 12 minutes; This course has: 12 Units
COURSE
NEW
Getting ready for your AI for Champions pathway | AI4C |
Beginner
Duration: 4 minutes
Type: new course; Difficulty: Beginner; Duration: 4 minutes; This course has: 2 Units

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HANDS-ON LAB
Jeremy Cook
CKA Practice Exam - Cluster Architecture, Installation & Configuration
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Cluster Architecture, Installation & Configuration 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
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
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
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
Migrating a PostgreSQL Database With Minimal Downtime Using AWS DMS and Route53
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to migrate an existing PostgreSQL database from EC2 to RDS with minimal downtime using AWS Database Migration Service and Route53 in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Migration, Networking, Compute, Databases, Content Delivery Networking; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Jun Fritz
Developing Event-Driven Architecture With Amazon EventBridge Pipes
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to create a point-to-point integration using Amazon EventBridge Pipes in this hands-on lab.; Duration: Up to 1 hour; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Andrew Burchill
Exporting Amazon RDS Data to Amazon S3 Using AWS DMS
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS Database Migration Service to export data from Amazon RDS to Amazon S3 in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 7 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
Ben Lambert
Python: Unittest Practice
Advanced
Duration: Up to 3 hours
Author: Ben Lambert; Difficulty: Advanced; Description: This lab provides an opportunity to practice developing tests with Python's built-in unittest module. Sharpen your testing skills by implementing tests for an existing Python application.; Duration: Up to 3 hours; Content Topics: Development; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Introduction to WSGI Applications
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: The Web Server Gateway Interface (WSGI) specification defines a simple universal-interface between web servers and web applications. Enabling web developers to mix and match WSGI compliant servers and applications. This lab introduces some of the primary concepts of WSGI applications.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Database API Specification v2.0
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: The Python Database API Specification v2.0 defines a common API for accessing databases with Python. Making database access with Python more consistent across different database engines. This lab introduces the DB-API specification through hands-on learning.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 7 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
LEARNING PATH
UPDATED
Text Analysis and LLMs with Python
Intermediate
Duration: Up to 17 hours and 54 minutes
Type: updated learning path; Difficulty: Intermediate; Description: In this course, we’ll focus on developing a clear understanding of how LLMs operate so that you become more confident working with them.; Duration: Up to 17 hours and 54 minutes; Content Topics: Development; This learning path has: 11 Courses, 9 Exams, 8 Hands-on labs
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
COURSE
Understanding AI
Beginner
Duration: 7 minutes and 36 seconds
Difficulty: Beginner; Duration: 7 minutes and 36 seconds; This course has: 4 Units
HANDS-ON LAB
QA
AI in Software Architecture
Intermediate
Duration: Up to 40 minutes
Author: QA; Difficulty: Intermediate; Description: This lab demonstrates how to use GitHub Copilot to automate software architecture decisions.; Duration: Up to 40 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ana Rojo Echeburua
Text analysis and LLMs - transformer model architecture
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore transformer model architecture 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 - prompt engineering
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore prompt engineering 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 - Advanced Text Generation
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore advanced text generation tools and techniques 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 - using pre-trained language models
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore the use of pre-trained 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
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
Logan Rakai
Multicloud Networking: Securely Connecting Virtual Networks in AWS and Azure
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to securely connect virtual networks in AWS and Azure in this multicloud lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking; This hands-on lab has: 8 Lab steps
LEARNING PATH
Danny Jessee
AWS WAF - Security Pillar SEC 8 - How do you protect your data at rest?
Advanced
Duration: Up to 11 hours and 53 minutes
Author: Danny Jessee; Difficulty: Advanced; Description: Gain the knowledge required to implement the best practices as outlined within section 8 of the Security pillar of the AWS Well Architected Framework; Duration: Up to 11 hours and 53 minutes; Content Topics: Amazon Web Services; This learning path has: 14 Courses, 5 Hands-on labs