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
Implementing Policy as Code in Kubernetes With OPA Gatekeeper
Advanced
Duration: Up to 1 hour
Author: Logan Rakai; Type: new hands-on lab; Difficulty: Advanced; Description: Learn how to implement policy as code in Kubernetes using OPA Gatekeeper, enabling you to enforce policies and ensure compliance in your Kubernetes clusters.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps, Security; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Jun Fritz
NEW
Reducing Amazon Bedrock Inference Costs with Amazon ElastiCache
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn how to reduce Amazon Bedrock inference costs using Amazon ElastiCache for caching in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
QA
Live Lab QASREE-BL: Lab 5 DR Site creation
Beginner
Duration: Up to 3 hours
Author: QA; 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

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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
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
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
Adil Islam
Managing Workstreams Using Projects in Azure DevOps
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to create a logical repository for source code and a place for users to plan, track progress, and collaborate on building software solutions to support different business units and manage multiple workstreams.; Duration: Up to 1 hour and 30 minutes; Content Topics: DevOps; This hands-on lab has: 3 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
Logan Rakai
Linux Terminal Playground (Red Hat)
Beginner
Duration: Up to 4 hours
Author: Logan Rakai; Difficulty: Beginner; Description: Practice your Linux skills in this lab and get familiar with Red Hat Linux by accessing a long-running instance browser terminal.; Duration: Up to 4 hours; Content Topics: Operating System; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ben Lambert
Introduction to Git
Beginner
Duration: Up to 2 hours and 30 minutes
Author: Ben Lambert; Difficulty: Beginner; Description: Git has become the distributed database that facilitates DevOps. Learn to use the world's most popular version control system in this hands-on lab.; Duration: Up to 2 hours and 30 minutes; Content Topics: Development, DevOps; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Andrew Burchill
Interconnecting Virtual Private Clouds with an AWS Transit Gateway
Intermediate
Duration: Up to 2 hours
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn how to use an AWS Transit Gateway to provide egress to the public internet in this hands-on lab.; Duration: Up to 2 hours; Content Topics: Networking, Security; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
QA
Azure AI Search
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: QA; Difficulty: Intermediate; Description: Azure AI Search; Duration: Up to 1 hour and 30 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 6 Lab steps
LAB CHALLENGE
Andrew Burchill
AWS CodeDeploy Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your AWS CodePipeline and CodeDeploy skills to the test as you modify and improve and a pipeline that deploys an AWS Lambda backed API.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Matt Martinez
AWS Developer Tools Challenge
Advanced
Duration: Up to 1 hour and 30 minutes
Author: Matt Martinez; Difficulty: Advanced; Description: In this lab challenge, you'll need to complete several tasks using an existing continuous deployment stack built on AWS Developer Tools.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Cross-account access in AWS
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn first-hand about cross-account access in AWS in this lab.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Parveen Singh
Manage, Monitor, and Secure Azure AI Services
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn to manage, monitor, and secure Azure AI services using best practices and Azure tools.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Simple Guessing Game
Beginner
Duration: Up to 45 minutes
Author: Ben Lambert; Difficulty: Beginner; Description: Build your Python skills by creating a basic console based guessing game. Combine Python's language fundamentals to build a game that prompts player's to guess a number between 1 and 20.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ben Lambert
Python: Palindrome
Beginner
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Beginner; Description: Challenge your knowledge of Python by implementing functions used to check words and phrases for palindromes.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
QA
AI Engineer L6 M1 Workshop Day 1 Lab
Intermediate
Duration: Up to 7 hours
Author: QA; Difficulty: Intermediate; Description: AI Engineer L6 M1 Workshop Day 1 Lab; Duration: Up to 7 hours; Content Topics: Machine Learning; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Monitoring Data Quality Issues with Amazon SageMaker
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to create and configure a model monitor schedule in this hands on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Working with Azure AI Translator Service
Beginner
Duration: Up to 45 minutes
Author: Parveen Singh; Difficulty: Beginner; Description: Learn how to create an Azure AI Translators service using the Azure Portal in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Creating a Language Understanding Model Using Azure Language Service
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to create a language understanding model that can be used to classify text into categories using Azure Language Service.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Auto scaling and testing an Amazon ECS deployment
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS CLI to configure auto scaling for an Amazon ECS deployment 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
Ben Lambert
Docker: Exploring the Dockerfile
Intermediate
Duration: Up to 3 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: Gaining a mastery of Docker starts with the Dockerfile. Creating and maintaining Dockerfiles requires an understanding of the supported instructions. This hands-on lab explores the structure and usage of Dockerfiles.; Duration: Up to 3 hours; Content Topics: Containers; This hands-on lab has: 11 Lab steps
HANDS-ON LAB
Ben Lambert
Docker: Building Services
Intermediate
Duration: Up to 2 hours
Author: Ben Lambert; Difficulty: Intermediate; Description: Gain further insights into Docker Engine by creating a multi-container service without Compose. This hands-on lab steps through the creation of a three container web application.; Duration: Up to 2 hours; Content Topics: Containers; This hands-on lab has: 5 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon API Gateway REST Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Test your Amazon API Gateway skills as you are tasked with setting up a new REST API in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps