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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HANDS-ON LAB
QA
NEW
Live Lab QASREE-BL: Lab 5 DR Site creation
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab is focused on creating a DR site for AWS. If the Primary site resources have issues that affect service availability, it is important that this is detected and, where appropriate, automatic remedial action is performed. During this lab, you will be challenged to take an existing environment consisting of a basic web frontend, provisioned by an autoscaling group and database backend and provision a 'Pilot Light' DR site. As this is a challenge-style lab, you will only be given high-level instructions with supporting information when required.; Duration: Up to 3 hours; This hands-on lab has: 13 Lab steps
HANDS-ON LAB
QA
NEW
Live Lab QASREE-BL: Lab 4 Stress Testing
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab uses an AWS infrastructure — Web, Application, and Database, to help you explore stress testing tools such as Stress, JMeter and BlazeMeter; Duration: Up to 3 hours; This hands-on lab has: 12 Lab steps
HANDS-ON LAB
QA
NEW
Live Lab QASREE-BL : Lab 3 Monitoring
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab takes you through the steps of setting up monitoring in the cloud. Using EC2s you will use Prometheus metrics, Grafana dashboards, and Splunk for logging.; Duration: Up to 3 hours; This hands-on lab has: 9 Lab steps

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HANDS-ON LAB
Parveen Singh
Deploying a Windows Azure VM using Azure CLI
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: In this lab, you'll learn how to work with Azure CLI to create and manage the Azure resources.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 5 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
AWS CloudFormation Stack Update Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge 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
HANDS-ON LAB
Calculated Systems
Performing K-Means Clustering With Python
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: In this lab, you'll learn how to perform K-Means Clustering on a set of data and plot the outcome.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Calculated Systems
Capturing New Knowledge from Your Data
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Calculated Systems; Difficulty: Intermediate; Description: In this lab, you'll learn how to utilize SQL aggregate functions and utilize complex functions, and learn how to get complex insights from your data.; Duration: Up to 1 hour and 15 minutes; Content Topics: SQL; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Calculated Systems
Working With Complex Rest APIs
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: This lab will dive into understanding GET, POST, DELETE, and PATCH HTTP verbs and will teach you to use Python to interact with an REST API.; Duration: Up to 1 hour; Content Topics: Web; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
OpenShift - Build and Deploy a Simple Web Application
Beginner
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Beginner; Description: In this Lab scenario, you'll first use S2I to create a basic builder container image. The builder container image will then be used to build a runtime container image containing a simple static web portal application frontend. You'll then use the oc tool to launch and expose the containerized web portal application.; Duration: Up to 2 hours; Content Topics: Containers; 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
Andrew Burchill
Using Aurora RDS With an Amazon Bedrock Knowledge Base
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to configure a custom vector store for use with an Amazon Bedrock Knowledge Base in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Security, Artificial Intelligence, Databases; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Parveen Singh
Exploring Azure Question Answering Service (QnA Maker)
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to use the Azure Question Answering Service (QnA Maker) to create a knowledge base and integrate it with a chatbot.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Configuring Access to AWS KMS Keys
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to allow and restrict access to AWS KMS keys using key policies and grants in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon Kinesis Data Stream Processing Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon Kinesis, AWS Lambda, Amazon SQS, and AWS IAM skills to the test in this hands-on challenge lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 1 Lab step
HANDS-ON LAB
Andrew Burchill
Routing Amazon VPC Traffic Through a Network Appliance
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to route incoming public internet traffic through a network appliance in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking, Security, Compute; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Processing Streaming Metadata using Amazon Kinesis Data Streams
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Amazon Kinesis Data Streams with Amazon API Gateway and AWS Lambda in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Daniel Wood
Troubleshooting Kubernetes: Cluster Node Failures
Advanced
Duration: Up to 30 minutes
Author: Daniel Wood; Difficulty: Advanced; Description: Detect, diagnose, and remedy Kubernetes cluster node failures.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Adil Islam
Creating Users in Microsoft Entra ID
Beginner
Duration: Up to 1 hour and 15 minutes
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to create new users in Microsoft Entra ID in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Advanced Threat Hunting in Microsoft Sentinel
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to hunt for potential threats and generate incidents from bookmarks in your Azure Environments using Microsoft Sentinel in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Azure Sentinel; This hands-on lab has: 4 Lab steps