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
Evaluating, Deploying, and Observing Models
Intermediate
Duration: 40 minutes and 41 seconds
Type: new course; Difficulty: Intermediate; Duration: 40 minutes and 41 seconds; Content Topics: Development; This course has: 14 Units
COURSE
NEW
Introduction to Prompt Engineering | AI4 |
Beginner
Duration: 1 hour and 12 minutes
Type: new course; Difficulty: Beginner; Duration: 1 hour and 12 minutes; This course has: 12 Units
COURSE
NEW
Getting ready for your AI for Champions pathway | AI4C |
Beginner
Duration: 4 minutes
Type: new course; Difficulty: Beginner; Duration: 4 minutes; This course has: 2 Units

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LEARNING PATH
Ben Lambert
Python Fundamentals for Novice Programmers
Beginner
Duration: Up to 48 hours and 51 minutes
Author: Ben Lambert; Difficulty: Beginner; Description: Python has become one of the most popular programming languages. This course introduces the core language features through courses and hands-on labs.; Duration: Up to 48 hours and 51 minutes; Content Topics: Development; This learning path has: 24 Courses, 22 Hands-on labs
HANDS-ON LAB
Luke Orellana
Optimizing Azure SQL Databases
Beginner
Duration: Up to 45 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Learn how to optimize the Azure SQL service by configuring logging and alerting and scaling the database.; Duration: Up to 45 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Securing your VPC using Public and Private Subnets (NAT Instance)
Beginner
Duration: Up to 2 hours and 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to increment the network security creating a public and private subnet on VPC and filter traffic using a network ACL and NAT instance; Duration: Up to 2 hours and 30 minutes; Content Topics: Networking, Security; This hands-on lab has: 13 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon VPC Flow Logs Challenge
Beginner
Duration: Up to 45 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon VPC, Amazon CloudWatch, and Amazon S3 skills to test in this hands-on lab challenge.; Duration: Up to 45 minutes; Content Topics: Networking, Security, Storage; This lab challenge has: 2 Lab steps
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
Parveen Singh
Inspecting Resources using Azure CLI
Beginner
Duration: Up to 30 minutes
Author: Parveen Singh; Difficulty: Beginner; Description: In this hands-on lab, you'll learn how to work with Azure CLI to create and manage the Azure resources.; Duration: Up to 30 minutes; Content Topics: Development Tools; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Getting Started with Docker on Windows
Beginner
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Beginner; Description: Get started with Docker on Windows with this lab and take a hands-on approach to containerizing Windows applications; Duration: Up to 2 hours; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Calculated Systems
Handling Missing Data
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab will walk you through a number of ways to handle missing data including using a default value and building a model to predict the missing data.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Luke Orellana
Importing Existing Infrastructure into Terraform in Azure
Beginner
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands on lab and import existing Azure resources into a Terraform configuration to be managed by code.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Best Practices for Deploying SSL/TLS
Advanced
Duration: Up to 1 hour and 30 minutes
Author: Logan Rakai; Difficulty: Advanced; Description: Learn about SSL/TLS best practices and a variety of tools in the SSL/TLS toolkit to help ensure your deployments are configured as you expect them to be.; Duration: Up to 1 hour and 30 minutes; Content Topics: Security, Operating System; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Jeremy Cook
Configure Traffic Routing Using Istio
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: Istio's traffic routing rules let you easily control the flow of traffic and API calls to and from deployed cluster resources. Learn how to use Istio to perform traffic routing to a pair of sample web applications, V1 and V2, deployed within a Kubernetes cluster.; Duration: Up to 1 hour and 15 minutes; Content Topics: Networking, Development, DevOps, Deployment, Compute; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Jeremy Cook
Simplifying Kubernetes Deployments using Kustomize
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: Kustomize introduces a template-free way to customize application configuration, simplifying the rollout and deployment of applications into Kubernetes. In this Lab scenario, you'll learn how to use Kustomize to create overlays for deploying a staging and production version of a sample web application.; Duration: Up to 1 hour and 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Monitoring VPC and Firewall Operations With Network Telemetry
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will enable firewall rules logging to be able to monitor operations performed in your network.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Tiarnan Giles
Cloud Incident Response & Forensics: Intermediate Lab
Intermediate
Duration: Up to 1 hour and 10 minutes
Author: Tiarnan Giles; Difficulty: Intermediate; Description: In this lab, you will figure out what the attacker did in the host machine and generate a report which breaks down what happened.; Duration: Up to 1 hour and 10 minutes; Content Topics: Security Investigations; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Matt Martinez
Amazon Linux 2 Playground
Beginner
Duration: Up to 4 hours
Author: Matt Martinez; Difficulty: Beginner; Description: Practice your Linux skills in this lab and get familiar with Amazon Linux 2, a popular, free Linux distribution in AWS, by accessing a long-running instance.; Duration: Up to 4 hours; Content Topics: Compute, Operating System; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Create Kubernetes Layer-7 Network Policies using Cilium CNI
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab is designed to show you how to install and setup Kubernetes layer-7 Network Policies using Cilium.; 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
Execute a Reflected Cross-Site Scripting (XSS) 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
Interpreting Security Tool Output
Intermediate
Duration: Up to 40 minutes
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 40 minutes; Content Topics: Security; This hands-on lab has: 4 Lab steps
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
Securing Kubernetes Clusters using Authentication and Authorization
Advanced
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Advanced; Description: Practice defense in depth in Kubernetes including authentication and authorization; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
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
Combining and Enriching Data with Amazon Managed Workflows for Apache Airflow
Intermediate
Duration: Up to 2 hours
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn about Amazon Managed Workflows for Apache Airflow in this hands-on lab as you create a Directed Acyclic Graph in Apache Airflow.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Logan Rakai
Infrastructure Testing with Serverspec
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Perform infrastructure testing with Serverspec by writing Serverspec tests for a two-tier application, and run the tests on instances in the application tiers.; Duration: Up to 45 minutes; Content Topics: DevOps; This hands-on lab has: 7 Lab steps