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
Optimizing Cloud Costs with Azure Automation
Intermediate
Duration: Up to 1 hour
Author: Logan Rakai; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn how to optimize cloud costs using Azure Automation in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Paul Thomas
NEW
Azure Cost Optimization with Spot VMs
Beginner
Duration: Up to 1 hour
Author: Paul Thomas; Type: new hands-on lab; Difficulty: Beginner; Description: Optimize an Azure infrastructure by using Spot VMs; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 4 Lab steps
COURSE
Daniel Ives
Azure Container and Serverless Efficiency
Intermediate
Duration: 40 minutes and 19 seconds
Author: Daniel Ives; Difficulty: Intermediate; Duration: 40 minutes and 19 seconds; Content Topics: Microsoft Azure; This course has: 7 Units

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HANDS-ON LAB
Andrea Giussani
PySpark - Preprocessing
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: In this lab, you will learn how to create a dataset using the PySpark library, and to manipulate it using standard filtering and slicing techniques.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Deploying Google Cloud Platform Infrastructure with Terraform
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to initialize, plan, and deploy Google Cloud Platform infrastructure with Terraform in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Detecting Malicious Web Requests With AWS Web Application Firewall
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Web Application Firewall to block and count potentially malicious web requests in this hands-on laboratory.; Duration: Up to 1 hour; Content Topics: Management, Security; 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
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
LAB CHALLENGE
Andrew Burchill
Amazon DynamoDB and AWS Lambda Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Prove your Amazon DynamoDB and AWS Lambda skills in this hands-on laboratory challenge and test your ability to create and configure a DynamoDB table.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Implementing Azure Front Door with App Service Origin Host
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Parveen Singh; Difficulty: Intermediate; Description: In this hands-on lab, you will implement Azure Front Door instance with Azure App Service as the origin group hosts.; Duration: Up to 1 hour and 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 7 Lab steps
COURSE
Ben Lambert
Deploying Applications on GCP - Data, Networking, and More
Intermediate
Duration: 39 minutes and 36 seconds
Author: Ben Lambert; Difficulty: Intermediate; Duration: 39 minutes and 36 seconds; Content Topics: Management, Deployment; This course has: 6 Units
COURSE
Calculated Systems
Building Chatbots with Google Dialogflow: Part 1
Intermediate
Author: Calculated Systems; Difficulty: Intermediate; Content Topics: Artificial Intelligence; This course has: 6 Units
LEARNING PATH
Jeremy Cook
UPDATED
Introduction to Test Driven Development (TDD) for Java using JUnit
Intermediate
Duration: Up to 5 hours and 19 minutes
Author: Jeremy Cook; Type: updated learning path; Difficulty: Intermediate; Description: This course demonstrates how to create a Java 11 application using Test Driven Development (TDD) practices.; Duration: Up to 5 hours and 19 minutes; Content Topics: Test Driven Development (TDD); This learning path has: 1 Course, 2 Lab challenges, 1 Resource, 1 Exam
HANDS-ON LAB
Andrew Burchill
AWS CloudFormation Playground
Beginner
Duration: Up to 4 hours
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn at your own pace as you explore the AWS CloudFormation service in this extended hands-on playground lab.; Duration: Up to 4 hours; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
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
LAB CHALLENGE
Andrew Burchill
Amazon CloudWatch Metric Filtering Challenge
Beginner
Duration: Up to 50 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon CloudWatch skills to the test in this hands-on challenge lab as you are tasked with creating a metric filter and an alarm.; Duration: Up to 50 minutes; Content Topics: Amazon Web Services; This lab challenge 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
LAB CHALLENGE
Logan Rakai
Python Challenge: Raindrops
Beginner
Duration: Up to 15 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Convert a number into a string that contains raindrop sounds corresponding to certain potential factors in this lab challenge.; Duration: Up to 15 minutes; Content Topics: Development; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Calculated Systems
Getting Started with Natural Language Processing
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: This lab is aimed at machine learning beginners who want to gain a familiarity with Natural Language Processing (NLP) concepts.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Practice Effective DevOps with Azure DevOps
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to use Azure Boards, Azure Repos, and Azure Pipelines to practice effective DevOps in this lab.; Duration: Up to 2 hours; Content Topics: DevOps; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Jeremy Cook
Create Kubernetes Nginx Ingress Controller for External API Traffic
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this lab, you'll learn how to deploy an Nginx Ingress Controller and install and expose a sample API service using an Ingress resource.; Duration: Up to 1 hour and 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Jeremy Cook
Create an API with Go and Gorilla Mux
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: This lab shows you how to install and setup a Go-based development environment, allowing you to compile and execute your own Go-based applications.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Logan Rakai
Perform a SQL Injection (SQLi) Attack
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 30 minutes; Content Topics: Security; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Security Audit Techniques
Intermediate
Duration: Up to 1 hour and 10 minutes
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 1 hour and 10 minutes; Content Topics: Security; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Java Streams
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: This lab is designed to deepen your Java Streams knowledge.; Duration: Up to 1 hour and 30 minutes; Content Topics: Development; This hands-on lab has: 4 Lab steps