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
Logan Rakai
NEW
Orchestrate Agents with Microsoft Foundry Workflows
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Logan Rakai; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn to create and manage multi-agent workflows using Microsoft Foundry to automate complex tasks.; Duration: Up to 1 hour and 15 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Paul Thomas
NEW
Introduction to Agentic AI on Google Cloud
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Paul Thomas; Type: new hands-on lab; Difficulty: Beginner; Description: Introduction to Agentic AI on the Google Cloud Platform using Vertex AI Studio and Agent Designer.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 6 Lab steps
COURSE
NEW
AI Guardrails
Beginner
Duration: 16 minutes and 35 seconds
Type: new course; Difficulty: Beginner; Duration: 16 minutes and 35 seconds; This course has: 10 Units

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HANDS-ON LAB
Ana Rojo Echeburua
Text Analysis and LLMs - Training and Fine Tuning
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore language model training and fine-tuning in this hands-on lab environment.; Duration: Up to 2 hours 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
Jun Fritz
Generating Custom Images and Variations with Amazon Bedrock
Intermediate
Duration: Up to 40 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Generate images and variations using the Amazon Bedrock Image Playground and runtime in this hands-on lab.; Duration: Up to 40 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Implementing Conversational Memory Using LangChain and Amazon DynamoDB
Intermediate
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Leverage the LangChain framework to store and manage conversation history in Amazon DynamoDB 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
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
Planning EC2 Capacity With Amazon Forecast
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will see how to prepare web log data for use with Amazon Forecast's EC2 planning capability.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
QA
GitHub Copilot App Creation Demo
Intermediate
Duration: Up to 2 hours
Author: QA; Difficulty: Intermediate; Description: This lab demonstrates how to create apps with GitHub Copilot.; Duration: Up to 2 hours; Content Topics: Artificial Intelligence; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
QA
Refactoring for Readability & Performance
Intermediate
Duration: Up to 40 minutes
Author: QA; Difficulty: Intermediate; Description: This lab demonstrates how to refactor code for improved readability and performance.; Duration: Up to 40 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
LEARNING PATH
Stephen Cole
AWS Machine Learning – Specialty Certification Preparation
Advanced
Duration: Up to 64 hours and 56 minutes
Author: Stephen Cole; Difficulty: Advanced; Description: Become an AWS certified Machine Learning Specialist, choose your training, learn more about your study guide, start your course on Cloud Academy!; Duration: Up to 64 hours and 56 minutes; Content Topics: Amazon Web Services; This learning path has: 40 Courses, 14 Exams, 15 Hands-on labs
LEARNING PATH
Hallam Webber
PL-300 Exam Prep: Power BI Data Analyst Associate
Intermediate
Duration: Up to 20 hours and 32 minutes
Author: Hallam Webber; Difficulty: Intermediate; Description: This course is designed to help you prepare for Microsoft's PL-300 Power BI Data Analyst Associate exam.; Duration: Up to 20 hours and 32 minutes; Content Topics: Microsoft Azure; This learning path has: 19 Courses, 1 Resource, 11 Exams, 1 Hands-on lab
LEARNING PATH
Guy Hummel
DP-203 Exam Preparation: Data Engineering on Microsoft Azure
Intermediate
Duration: Up to 18 hours and 43 minutes
Author: Guy Hummel; Difficulty: Intermediate; Description: This course is designed to help you prepare for Microsoft's DP-203 Data Engineering on Microsoft Azure exam.; Duration: Up to 18 hours and 43 minutes; Content Topics: Microsoft Azure; This learning path has: 16 Courses, 1 Lab challenge, 1 Resource, 8 Hands-on labs
LEARNING PATH
Kunal Haria
Fundamentals of R
Intermediate
Duration: Up to 14 hours and 19 minutes
Author: Kunal Haria; Difficulty: Intermediate; Description: Fundamentals of R; Duration: Up to 14 hours and 19 minutes; Content Topics: Machine Learning; This learning path has: 11 Courses, 1 Resource, 3 Exams, 1 Hands-on lab
LEARNING PATH
Andrea Giussani
Machine Learning with Python
Intermediate
Duration: Up to 9 hours and 38 minutes
Author: Andrea Giussani; Difficulty: Intermediate; Description: This course explores a range of techniques for building machine learning pipelines with Python.; Duration: Up to 9 hours and 38 minutes; Content Topics: Machine Learning; This learning path has: 3 Courses, 2 Lab challenges, 2 Exams, 3 Hands-on labs
LEARNING PATH
Hallam Webber
DP-100 Exam Prep: Designing and Implementing a Data Science Solution on Azure
Intermediate
Duration: Up to 19 hours and 40 minutes
Author: Hallam Webber; Difficulty: Intermediate; Description: This course is designed to help you prepare for Microsoft's DP-100 Designing and Implementing a Data Science Solution on Azure exam.; Duration: Up to 19 hours and 40 minutes; Content Topics: Microsoft Azure; This learning path has: 11 Courses, 1 Lab challenge, 1 Resource, 1 Exam, 5 Hands-on labs
LEARNING PATH
Calculated Systems
Introduction to Databases - Moving from Spreadsheets
Beginner
Duration: Up to 3 hours and 22 minutes
Author: Calculated Systems; Difficulty: Beginner; Description: This course gives you a solid understanding of the pros and cons of spreadsheets vs. databases and when to choose one over the other.; Duration: Up to 3 hours and 22 minutes; Content Topics: Amazon Web Services; This learning path has: 1 Course, 1 Exam, 2 Hands-on labs
LEARNING PATH
Calculated Systems
Getting Started with Machine Learning Models
Intermediate
Duration: Up to 7 hours and 42 minutes
Author: Calculated Systems; Difficulty: Intermediate; Description: Learn the basics of machine learning models and how to use models to extract results.; Duration: Up to 7 hours and 42 minutes; Content Topics: Amazon Web Services; This learning path has: 2 Courses, 1 Exam, 5 Hands-on labs
LEARNING PATH
Calculated Systems
Building Chatbots with Google Dialogflow
Intermediate
Duration: Up to 4 hours and 30 minutes
Author: Calculated Systems; Difficulty: Intermediate; Description: This course provides an intro to the Dialogflow service and will get you up and running with building your own chatbots.; Duration: Up to 4 hours and 30 minutes; Content Topics: Artificial Intelligence; This learning path has: 2 Courses, 1 Exam, 4 Hands-on labs
LEARNING PATH
AI in Software Engineering
Intermediate
Duration: Up to 9 hours and 59 minutes
Difficulty: Intermediate; Description: This course is designed for those new to AI tooling, as well as anyone looking to deepen their understanding of how AI fits into modern software architecture.; Duration: Up to 9 hours and 59 minutes; Content Topics: Artificial Intelligence; This learning path has: 6 Courses, 6 Exams, 6 Hands-on labs
HANDS-ON LAB
Logan Rakai
CKAD Practice Exam: Observability
Intermediate
Duration: Up to 50 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Prepare for the Observability domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 50 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
CKAD Practice Exam: Pod Design
Intermediate
Duration: Up to 1 hour and 20 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Pod Design domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 1 hour and 20 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
CKAD Practice Exam: State Persistence
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Prepare for the State Persistence domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
CKAD Practice Exam: Services & Networking
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Services & Networking domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps