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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.

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COURSE
Deniz Yilmaz
NEW
Configuring and Launching Hyperparameter Tuning Jobs With Amazon SageMaker AMT
Beginner
Duration: 20 minutes and 33 seconds
Author: Deniz Yilmaz; Type: new course; Difficulty: Beginner; Duration: 20 minutes and 33 seconds; Content Topics: Machine Learning; This course has: 7 Lectures
HANDS-ON LAB
Ben Lambert
NEW
Building with the OpenAI Assistants API
Intermediate
Duration: Up to 30 minutes
Author: Ben Lambert; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn how to use the OpenAI Assistants API to build AI-based applications.; Duration: Up to 30 minutes; This hands-on lab has: 1 Lab step
COURSE
Deniz Yilmaz
NEW
Monitoring Model Inference With Amazon SageMaker
Beginner
Duration: 35 minutes and 55 seconds
Author: Deniz Yilmaz; Type: new course; Difficulty: Beginner; Duration: 35 minutes and 55 seconds; Content Topics: Machine Learning; This course has: 7 Lectures

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HANDS-ON LAB
Logan Rakai
Kubernetes Observability: Logging
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll learn about logging primitives in Kubernetes as well as how to extend the platform to use external logging systems.; Duration: Up to 45 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Observability: Monitoring, and Debugging
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll learn about monitoring primitives in Kubernetes as well as how to extend the platform to use external monitoring systems.; Duration: Up to 45 minutes; Content Topics: Monitoring, Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Azure API Management Policies and Security
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: This lab explores Azure API Management capabilities related to security and policies, API Management's feature to change API behavior through configuration.; Duration: Up to 1 hour and 30 minutes; Content Topics: Web; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Luke Orellana
Deploying and Configuring Azure Firewall
Beginner
Duration: Up to 55 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along with this hands-on lab and learn how to deploy and configure Azure Firewall and create route tables.; Duration: Up to 55 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Using Regular Expressions Effectively in the Real World
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Regular expressions are a powerful tool for searching and manipulating text. In this hands-on lab you will learn how to use them effectively in real-world scenarios.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Constructing Regular Expression Character Classes
Beginner
Duration: Up to 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will learn about the character classes and quantifiers elements of Regular Expressions, and use them to match patterns in text.; Duration: Up to 30 minutes; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Matt Martinez
Using Git for Version Control: Top 10 Git Commands
Intermediate
Duration: Up to 45 minutes
Author: Matt Martinez; Difficulty: Intermediate; Description: Use some of the most useful and commonly-used Git commands, to do things like better track your changes, safely undo modifications, and monitor your codebase; Duration: Up to 45 minutes; Content Topics: DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
Dynamic Programming with Python
Beginner
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab shows you how to exploit various Python language features to produce code that is clear, concise, readable and maintainable.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
Pythonic Programming
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: This Lab shows you how to exploit various Python language features to produce code that is clear, concise, readable and maintainable.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Logan Rakai
Connect Azure Virtual Networks with VNet-to-VNet VPN Connections
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 2 hours; Content Topics: Networking; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Java Wrappers, Enums, and Dates
Beginner
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab provides you with exposure to primitive wrappers, enumerations, and date times when developing with the Java programming language.; Duration: Up to 2 hours; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Java Language Essentials
Beginner
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab provides you with exposure to arrays, fields, language statements, loops, string manipulation, and subclassing when developing with the Java programming language.; Duration: Up to 2 hours; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Java Language Basics
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab introduces you to the basics of the Java programming language, requiring you to complete guided coding exercises.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Working With Azure Cosmos DB
Intermediate
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to manage Cosmos DB using the Azure Portal and CLI as you integrate Azure Functions with Cosmos DB change feed triggers to buy and sell stocks.; Duration: Up to 2 hours; Content Topics: Serverless, NoSQL; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Jun Fritz
Working with the AWS CDK v2 Toolkit
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to work with the AWS CDK v2 Toolkit and its subcommands to develop your CDK applications in this hands-on IDE lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Serverless; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Logan Rakai
Provisioning an Azure VM with Terraform Modules
Advanced
Duration: Up to 1 hour and 30 minutes
Author: Logan Rakai; Difficulty: Advanced; Description: Learn about provisioning an Azure VM with Terraform modules including making your own reusable modules in this lab. You will use Cloud Academy's browser-based IDE to complete the lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Deployment; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Logan Rakai
Understand Kubernetes API Access Control Mechanisms
Beginner
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Beginner; Description: Gain a practical understanding of authentication, authorization, and admission control in the Kubernetes API and how it impacts you as a Kubernetes user.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Exposing Applications Using Kubernetes Ingress Rules
Beginner
Duration: Up to 45 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use a Ingress resource to expose and route between applications in a Kubernetes cluster in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
CKAD Practice Exam: Multi-Container Pods
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Prepare for the Multi-Container Pods domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Java Exceptions
Beginner
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab provides you with exposure to Exceptions and Exception Handling when developing with the Java programming language.; Duration: Up to 1 hour; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Getting Started with the AWS SAM CLI
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Beginner; Description: Initialize an AWS Serverless Application Model project and deploy cloud resources using the AWS SAM CLI in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Farish Kashefinejad
Working with JavaScript Arrays
Beginner
Duration: Up to 40 minutes
Author: Farish Kashefinejad; Difficulty: Beginner; Description: In this lab, you will be working with JavaScript arrays. Arrays are zero indexed data collections with many built-in methods.; Duration: Up to 40 minutes; Content Topics: Development; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Farish Kashefinejad
JavaScript Primitive Data Type Variables and Console Log
Beginner
Duration: Up to 40 minutes
Author: Farish Kashefinejad; Difficulty: Beginner; Description: In this lab, you are to declare variables of different primitive types. Then output each variable's value in the console.; Duration: Up to 40 minutes; Content Topics: Development; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Jun Fritz
Practicing Shell Scripting Fundamentals
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Apply your knowledge of Linux shell scripting fundamentals and work shell variables, conditional statements, and for loops in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Operating System; This hands-on lab has: 6 Lab steps