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

COURSE
NEW
Getting ready for your Microsoft 365 Copilot blended pathway | INT0013 |
Beginner
Duration: 5 minutes
Type: new course; Difficulty: Beginner; Duration: 5 minutes; This course has: 2 Units
COURSE
Deniz Yilmaz
NEW
Automation and AI for FinOps and Sustainability in AWS
Beginner
Duration: 39 minutes and 28 seconds
Author: Deniz Yilmaz; Type: new course; Difficulty: Beginner; Duration: 39 minutes and 28 seconds; This course has: 5 Units
COURSE
Deniz Yilmaz
NEW
Sustainability Monitoring & Reporting in AWS
Intermediate
Duration: 29 minutes
Author: Deniz Yilmaz; Type: new course; Difficulty: Intermediate; Duration: 29 minutes; This course has: 4 Units

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HANDS-ON LAB
Andrew Burchill
Using AWS Glue for ETL Workloads
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Glue jobs to perform an Extract, Transform, and Load (ETL) task 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
Logan Rakai
Applied OpenAI Prompt Engineering
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Apply prompt engineering to develop a content categorization system in this lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Logan Rakai
Troubleshooting Kubernetes: Application Failures
Advanced
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Advanced; Description: Detect, diagnose, and remedy Kubernetes application failures.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Creating and Using a VPC Endpoint Service
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn how to create and use VPC Endpoints and Services in a real environment in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking, Security, Compute; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Parveen Singh
Introduction to Azure Virtual Desktop (AVD)
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Learn the basics of Azure Virtual Desktop and how to create the resource using Azure Portal in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Business Productivity; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Adil Islam
Organizing Code Using Azure Repos in Azure DevOps
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Adil Islam; Difficulty: Beginner; Description: Level up your DevOps skills and learn how to use Azure Repos, part of the Azure DevOps suite, to version control your code in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: DevOps; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Andrea Giussani
Machine Learning with scikit-learn
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: The aim of this lab is to challenge you on building a supervised machine learning pipeline to predict the median values of owner-occupied housing in USD 1000 in the Boston dataset.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Integrating Services with an AWS Step Functions State Machine
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to integrate AWS service API calls directly into your AWS Step Functions state machine in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Development; This hands-on lab has: 5 Lab steps
COURSE
Ben Lambert
Building CI/CD Pipelines With GitLab
Intermediate
Duration: 1 hour and 2 minutes
Author: Ben Lambert; Difficulty: Intermediate; Duration: 1 hour and 2 minutes; Content Topics: Development, DevOps; This course has: 8 Units
COURSE
Lee Mucciarone
Azure Identity Concepts
Beginner
Duration: 18 minutes and 5 seconds
Author: Lee Mucciarone; Difficulty: Beginner; Duration: 18 minutes and 5 seconds; Content Topics: Microsoft Azure; This course has: 6 Units
COURSE
Hallam Webber
Power BI Scorecards
Beginner
Duration: 9 minutes and 10 seconds
Author: Hallam Webber; Difficulty: Beginner; Duration: 9 minutes and 10 seconds; Content Topics: Microsoft Azure; This course has: 3 Units
COURSE
Hallam Webber
Duplicate and Reference Query Transformations in Power BI
Intermediate
Duration: 12 minutes and 44 seconds
Author: Hallam Webber; Difficulty: Intermediate; Duration: 12 minutes and 44 seconds; Content Topics: Microsoft Azure; This course has: 4 Units
COURSE
Oak Academy
Introduction to Java and Environment Setup
Beginner
Duration: 55 minutes and 35 seconds
Author: Oak Academy; Difficulty: Beginner; Duration: 55 minutes and 35 seconds; Content Topics: Development; This course has: 11 Units
COURSE
Hallam Webber
Power BI Data Analyst Job Role
Beginner
Duration: 6 minutes and 51 seconds
Author: Hallam Webber; Difficulty: Beginner; Duration: 6 minutes and 51 seconds; Content Topics: Microsoft Azure; This course has: 1 Unit
COURSE
Marco Parenzan
Processing IoT Hub Events and Data
Intermediate
Duration: 34 minutes and 5 seconds
Author: Marco Parenzan; Difficulty: Intermediate; Duration: 34 minutes and 5 seconds; Content Topics: Microsoft Azure; This course has: 7 Units
COURSE
Ross Leo
CSSLP Domain 1:4 Software Development Methodologies
Intermediate
Duration: 32 minutes and 8 seconds
Author: Ross Leo; Difficulty: Intermediate; Duration: 32 minutes and 8 seconds; Content Topics: Software development security; This course has: 5 Units
COURSE
Hallam Webber
Azure Database Performance Tuning
Intermediate
Duration: 37 minutes and 14 seconds
Author: Hallam Webber; Difficulty: Intermediate; Duration: 37 minutes and 14 seconds; Content Topics: Microsoft Azure; This course has: 16 Units
COURSE
Hallam Webber
Azure Database Authentication and Access
Intermediate
Duration: 44 minutes and 13 seconds
Author: Hallam Webber; Difficulty: Intermediate; Duration: 44 minutes and 13 seconds; Content Topics: Microsoft Azure; This course has: 13 Units
HANDS-ON LAB
Calculated Systems
Evaluating Model Predictions for Regression Models
Intermediate
Duration: Up to 43 minutes
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab walks you through building several multivariate linear regression models using different prediction variables and evaluating the models' predictions.; Duration: Up to 43 minutes; Content Topics: Machine Learning; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Calculated Systems
Evaluating Binary Classification Models
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab will walk you through building several binary classification models using different model methodologies and then comparing the model predictions using evaluation tools.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Calculated Systems
Testing Your Models in the Real World
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: How do you know that your models will do a good job making predictions on new, unseen data? This lab will discuss the fundamentals.; Duration: Up to 1 hour; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Luke Orellana
Testing Terraform Code in Azure with Terratest
Advanced
Duration: Up to 50 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Develop a test to validate a Terraform module using Terratest, a popular Golang library for testing Terraform code.; Duration: Up to 50 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Passing Outputs Between Terraform Modules with Terragrunt in Azure
Advanced
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Learn advanced Terraform techniques by reducing the blast radius of critical infrastructure using Terragrunt to deploy an environment with separate Terraform states.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Keeping Terraform Remote State DRY with Terragrunt in Azure
Advanced
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Learn how to use Terragrunt to create separate Terraform environments with a remote state following DRY principles.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps