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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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
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
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
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
Parveen Singh
Introduction to Azure Virtual Desktop (AVD)
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Learn the basics of Azure Virtual Desktop and how to create the resource using Azure Portal in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Business Productivity; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Adil Islam
Managing Users in Microsoft 365 Admin Center
Beginner
Duration: Up to 1 hour
Author: Adil Islam; Difficulty: Beginner; Description: Learn how to create, manage and delete user accounts in Microsoft 365 Admin Center through this hands-on lab.; Duration: Up to 1 hour; Content Topics: Business Suites; 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
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
COURSE
Thomas Mitchell
What is Generative AI?
Beginner
Duration: 5 minutes and 5 seconds
Author: Thomas Mitchell; Difficulty: Beginner; Duration: 5 minutes and 5 seconds; Content Topics: Artificial Intelligence; This course has: 1 Unit
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
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
Andrew Burchill
Troubleshooting Amazon Athena Queries
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Learn how to use and troubleshoot Amazon Athena SQL queries 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
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
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
Implementing a Searchable Amazon S3 Data Lake
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Glue with AWS Lambda and Amazon S3 to create an efficient searchable data lake 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
Parveen Singh
Implementing DNS-based Traffic Routing with Azure Traffic Manager
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to create a Traffic Manager profile and set up routing methods for endpoints in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Networking; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Parveen Singh
Investigating Security Events using Microsoft Sentinel
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to investigate security attacks on a Windows virtual machine using Microsoft Sentinel Analytics Rule in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Azure Sentinel; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Jeremy Cook
Amazon EKS - Observability with Prometheus and Grafana
Intermediate
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this lab, you'll learn how to integrate Prometheus and Grafana monitoring applications together into an effective and cohesive monitoring solution.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Jun Fritz
Working with Case Statements in Your Shell Scripts
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Apply your knowledge of case statements for decision making in your shell scripts with this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Operating System; This hands-on lab has: 4 Lab steps