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
Staying current and getting the most from your models
Intermediate
Duration: 11 minutes and 7 seconds
Type: new course; Difficulty: Intermediate; Duration: 11 minutes and 7 seconds; This course has: 6 Units
COURSE
NEW
Evaluating AI model providers with confidence
Intermediate
Duration: 15 minutes and 37 seconds
Type: new course; Difficulty: Intermediate; Duration: 15 minutes and 37 seconds; This course has: 7 Units
COURSE
NEW
Overview of LLM providers
Intermediate
Duration: 6 minutes and 51 seconds
Type: new course; Difficulty: Intermediate; Duration: 6 minutes and 51 seconds; This course has: 4 Units

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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
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
Andrew Burchill
Detecting Malicious Web Requests With AWS Web Application Firewall
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Web Application Firewall to block and count potentially malicious web requests in this hands-on laboratory.; Duration: Up to 1 hour; Content Topics: Management, Security; 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
Amazon CloudWatch Metric Filtering Challenge
Beginner
Duration: Up to 50 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon CloudWatch skills to the test in this hands-on challenge lab as you are tasked with creating a metric filter and an alarm.; Duration: Up to 50 minutes; Content Topics: Amazon Web Services; This lab challenge has: 2 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
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
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
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
Farish Kashefinejad
Working with JavaScript Comparison Operators
Intermediate
Duration: Up to 40 minutes
Author: Farish Kashefinejad; Difficulty: Intermediate; Description: In this lab, you will be working with JavaScript Comparison Operators. Comparison operators are used to determine equality between variables or values.; Duration: Up to 40 minutes; Content Topics: Development; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Farish Kashefinejad
Working with JavaScript Logical Operators
Intermediate
Duration: Up to 40 minutes
Author: Farish Kashefinejad; Difficulty: Intermediate; Description: In this lab, you will be working with JavaScript Logical Operators. Logical operators are typically used with Boolean (logical) values.; Duration: Up to 40 minutes; Content Topics: Development; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Jun Fritz
Enhancing Generative AI Models With Retrieval-Augmented Generation (RAG)
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn the fundamentals of Retrieval-Augmented Generation (RAG) and how to enhance the accuracy of generative AI models in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Securing Azure Web App Application Settings using Key Vault Secrets
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to securely access web application settings by storing secrets in the Azure Key vault in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 4 Lab steps
LAB CHALLENGE
Farish Kashefinejad
JavaScript for Beginners Challenge
Advanced
Duration: Up to 1 hour
Author: Farish Kashefinejad; Difficulty: Advanced; Description: In this lab, you will build out the remaining features of a calculator app within a time-limited environment using JavaScript.; Duration: Up to 1 hour; Content Topics: Development; This lab challenge has: 9 Lab steps
HANDS-ON LAB
Jun Fritz
Streamlining Workflows and Tasks With Amazon Bedrock Agents
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to configure, prepare, and test an Amazon Bedrock agent to perform functional and operational tasks in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Moderating Content with Amazon Bedrock
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Amazon Bedrock to moderate textual content as a part of a content processing system 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
Farish Kashefinejad
Working with JavaScript Conditionals (If statements)
Intermediate
Duration: Up to 40 minutes
Author: Farish Kashefinejad; Difficulty: Intermediate; Description: In this lab, you will be working with JavaScript Conditionals using If Statements. A function is a block of code designed to perform a specific coding task.; Duration: Up to 40 minutes; Content Topics: Development; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Jun Fritz
Configuring an AWS Lambda Target on an Application Load Balancer
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to configure an AWS Lambda function as a target for an Application Load Balancer in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps