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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
Jeremy Cook
CKAD Practice Exam: Pod Design
Intermediate
Duration: Up to 1 hour and 20 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Pod Design domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 1 hour and 20 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Mastering Kubernetes Pod Configuration: Config Maps and Secrets
Intermediate
Duration: Up to 40 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll master Kubernetes Pod configuration to improve container image reusability and security.; Duration: Up to 40 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Mastering Kubernetes Pod Configuration: Security Contexts
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll master Kubernetes Pod configuration to harden your environments.; Duration: Up to 45 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Mastering Kubernetes Pod Configuration: Defining Resource Requirements
Intermediate
Duration: Up to 35 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll master Kubernetes Pod configuration to improve cluster efficiency and utilization.; Duration: Up to 35 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Pod Design for Application Developers: Jobs and CronJobs
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll learn about jobs, and cronjobs for running batch workloads.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Pod Design for Application Developers: Deployments
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll learn about Kubernetes deployments, a high-level abstraction for managing pods.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Pod Design for Application Developers: Labels, Selectors, and Annotations
Beginner
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: In this lab, you will learn about Kubernetes labels, selectors, and annotations.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Logan Rakai
Kubernetes Pod Design for Application Developers: Definition Basics
Beginner
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: In this lab, you'll learn about effective pod design building blocks in Kubernetes.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Using Azure Synapse Analytics to Query Data Lake
Intermediate
Duration: Up to 1 hour and 45 minutes
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to deploy and use Azure Synapse Analytics to query data stored in a data lake through T-SQL statements using a serverless SQL pool in this hands-on lab.; Duration: Up to 1 hour and 45 minutes; Content Topics: SQL, Big Data; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Handling S3 Objects Events With Lifecycle Policies and Server Access Logging
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will create an S3 bucket and will implement the lifecycle policies to handle actions done on the objects. You will also log the operations done.; Duration: Up to 1 hour; Content Topics: Storage; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Filtering Amazon CloudWatch Log Events
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the Amazon CloudWatch Logs console to filter textual and JSON log events in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Management, Monitoring; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Using Azure Data Factory Pipelines to Copy Data
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to build and trigger data pipelines in Azure Data Factory in this lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Big Data; This hands-on lab has: 9 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon VPC Implementation Challenge
Intermediate
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Intermediate; Description: Put your foundational cloud networking skills to the test in this hands-on challenge lab as you implement an Amazon VPC.; Duration: Up to 1 hour; Content Topics: Networking, Security; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
Getting Started with Docker on Linux for Azure
Beginner
Duration: Up to 1 hour and 20 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: Get started with Docker on Linux for Azure: Go from 0 to 60 in this lab from installing Docker to running your first app inside a container.; Duration: Up to 1 hour and 20 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Greg DeRenne
Start Your First Azure Virtual Machine (Linux)
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Greg DeRenne; Difficulty: Beginner; Description: Learn how to configure and start your first Microsoft Azure Virtual Machine (VM) from the Azure portal. You will generate and use your own public/private key pair using (PuTTY and PuTTYgen). Once running, you will connect to the VM via Secure Shell (SSH). Basic VM controls are also explored, such as start, stop, restart and delete.; Duration: Up to 1 hour and 30 minutes; Content Topics: Virtualization; This hands-on lab has: 5 Lab steps
LAB CHALLENGE
Andrew Burchill
Amazon Elastic Compute Cloud (EC2) Auto Scaling Challenge
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon Elastic Compute Cloud Auto Scaling and Load Balancing skills to the test in this hands-on lab challenge.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking, Security, Compute; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Creating Variables in Terraform Configurations in Azure
Beginner
Duration: Up to 1 hour and 40 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Follow along in this hand on lab and create re-usable infrastructure code with Terraform variables.; Duration: Up to 1 hour and 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
LAB CHALLENGE
Andrew Burchill
Create Amazon RDS Database Instance Challenge
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your Amazon RDS skills to the test in this hands-on challenge lab as you are tasked with creating a database.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Creating Terraform Configurations with Implicit Dependencies in Azure
Beginner
Duration: Up to 1 hour
Author: Luke Orellana; Difficulty: Beginner; Description: Following along in this hands on lab to discover the importance of resource dependencies in Terraform configurations.; Duration: Up to 1 hour; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Monitoring K8s with the Kubernetes Dashboard, Prometheus, and Grafana
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this hands-on lab, you'll learn how to set up an effective monitoring solution using the Kubernetes Dashboard, Prometheus, and Grafana.; Duration: Up to 2 hours and 30 minutes; Content Topics: DevOps, Monitoring, Deployment, Compute; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Luke Orellana
Deploying Infrastructure with Terraform in Azure
Beginner
Duration: Up to 30 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Get started on your DevOps journey and learn how to build infrastructure on Azure using Terraform.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Testing Terraform Code with Terratest
Advanced
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Develop a test to validate a Terraform module using Terratest, a popular Golang library for testing Terraform code.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Creating DRY Terraform Environments with Terragrunt
Advanced
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Advanced; Description: Follow along in this hands-on lab and use Terragrunt to duplicate a Terraform environment and change the environment by modifying a single file.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Creating Loops in Terraform and Scaling Resources
Intermediate
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Intermediate; Description: Follow along with this hands-on lab and create clean scalable Terraform code by using loops.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps