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
Test Case Generation with AI Assistance (coming soon)
Intermediate
Duration: 1 minute
Type: new course; Difficulty: Intermediate; Duration: 1 minute; This course has: 1 Unit
COURSE
NEW
Automating Documentation With AI (coming soon)
Intermediate
Duration: 1 minute
Type: new course; Difficulty: Intermediate; Duration: 1 minute; This course has: 1 Unit
COURSE
NEW
Refactoring for Readability and Performance (coming soon)
Intermediate
Duration: 1 minute
Type: new course; Difficulty: Intermediate; Duration: 1 minute; This course has: 1 Unit

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COURSE
Andrea Giussani
Building Machine Learning Pipelines with scikit-learn - Part Two
Intermediate
Duration: 1 hour and 9 minutes
Author: Andrea Giussani; Difficulty: Intermediate; Duration: 1 hour and 9 minutes; Content Topics: Machine Learning; This course has: 6 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
LEARNING PATH
Daniel Mease
Google Cloud Platform Technical Essentials
Intermediate
Duration: Up to 19 hours and 31 minutes
Author: Daniel Mease; Difficulty: Intermediate; Description: Everything you need to get started building products and services on Google Cloud Platform.; Duration: Up to 19 hours and 31 minutes; Content Topics: Google Cloud Platform; This learning path has: 13 Courses, 4 Exams, 8 Hands-on labs
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
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
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
LAB CHALLENGE
Logan Rakai
Python Challenge: Reverse String
Beginner
Duration: Up to 15 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Write code to reverse a given string in this lab challenge.; Duration: Up to 15 minutes; Content Topics: Development; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Building Azure ML Pipelines using the Azure Machine Learning SDK
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Luke Orellana; Difficulty: Intermediate; Description: In this lab, use Azure's Machine Learning SDK to build an ML Pipeline to train and deploy a model.; Duration: Up to 1 hour and 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 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
Matt Martinez
Implementing GitOps for Kubernetes in AWS
Advanced
Duration: Up to 1 hour and 30 minutes
Author: Matt Martinez; Difficulty: Advanced; Description: Use Weave Flux and Helm to implement GitOps methodologies in an AWS-hosted Kubernetes application by using Git as a single source of truth for Kubernetes deployments.; Duration: Up to 1 hour and 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Analyze and Retrieve Information from Text Using Google Cloud Natural Language
Intermediate
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Duration: Up to 45 minutes; Content Topics: Google Cloud Platform; This hands-on lab has: 5 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
Logan Rakai
Back Up Files and Folders with the Azure Backup Agent
Beginner
Duration: Up to 1 hour and 10 minutes
Author: Logan Rakai; Difficulty: Beginner; Duration: Up to 1 hour and 10 minutes; Content Topics: Management, Storage; This hands-on lab has: 9 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
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