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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
Jun Fritz
Working with Terraform Provisioners in GCP
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to define provisioners in a Terraform configuration to aid in the deployment of Google Cloud Platform resources in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Understanding Data Events using Azure Event Hubs
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Understand data events by sending and receiving events using Azure Event Hubs in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Messaging; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Rebecca Hom
Working with Semantic HTML
Beginner
Duration: Up to 45 minutes
Author: Rebecca Hom; Difficulty: Beginner; Description: In this lab, you will be working with JavaScript objects. Objects are key-value paired data collections.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 7 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
Andrea Giussani
Machine Learning with scikit-learn
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: The aim of this lab is to challenge you on building a supervised machine learning pipeline to predict the median values of owner-occupied housing in USD 1000 in the Boston dataset.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Rebecca Hom
Working With HTML Text Elements
Beginner
Duration: Up to 45 minutes
Author: Rebecca Hom; Difficulty: Beginner; Description: In this lab, you will be working with the HTML text elements. You will create the elements that will form the text content of a webpage.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Farish Kashefinejad
Working with HTML Elements
Beginner
Duration: Up to 45 minutes
Author: Farish Kashefinejad; Difficulty: Beginner; Description: In this lab, you will be working with HTML Elements.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Andrew Burchill
Configuring Systems and Tools Using YAML
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to configure systems and tools as you work practically with YAML in an integrated development environment.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Reading, Writing, and Parsing YAML Files
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to read, write data in a YAML file and parse it with the Python scripting language in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrea Giussani
Data Visualization with Bokeh
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: In this lab, you will master Bokeh to perform data visualization with Python.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 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: Virtualization; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Parveen Singh
Inspecting Resources using Azure CLI
Beginner
Duration: Up to 30 minutes
Author: Parveen Singh; Difficulty: Beginner; Description: In this hands-on lab, you'll learn how to work with Azure CLI to create and manage the Azure resources.; Duration: Up to 30 minutes; Content Topics: Development Tools; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Starting Your First ExpressJS Server
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will understand the basic concepts of ExpressJS, a very popular NodeJS framework; and you will create and start your first ExpressJS server.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Working With Full-Refresh dbt Models
Beginner
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will understand what are full-refresh dbt models, and you will create two models by using the table materialization type.; Duration: Up to 1 hour; Content Topics: Data Modeling; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Creating, Importing, and Using Your Own Customer Master Key
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Key Management Service to create a new CMK using your own key material 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
Jun Fritz
Creating Reusable Infrastructure with Terraform Modules in GCP
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Configure and utilize reusable Google Cloud Platform infrastructure with the help of Terraform modules in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Working with Terraform Configuration Variables in GCP
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to define and retrieve variables in a Terraform configuration to aid in the deployment of Google Cloud Platform resources in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Creating Terraform Configurations with Implicit Dependencies in GCP
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to create and manage implicit Google Cloud Platform resource dependencies with Terraform in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jun Fritz
Deploying Google Cloud Platform Infrastructure with Terraform
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to initialize, plan, and deploy Google Cloud Platform infrastructure with Terraform in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Working with Azure App Service using Azure CLI
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: In this lab, you will create, manage, and deploy web applications to Azure App Service programmatically using Azure CLI.; Duration: Up to 1 hour; Content Topics: Development Tools, Web; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Logan Rakai
Automate Azure File Sync Deployments with PowerShell
Intermediate
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Configuring Access to AWS KMS Keys
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to allow and restrict access to AWS KMS keys using key policies and grants in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Parveen Singh
Introduction to Azure Durable Functions
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Understand the basics of Durable Function in the Azure Function catalog and create the durable functions using Core Tools in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Working With Ephemeral dbt Models
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand what are ephemeral dbt models, and you will create an ephemeral dbt model that will be then leveraged by a full-refresh model. You will then review what dbt has materialized and what has not.; Duration: Up to 1 hour; Content Topics: Data Modeling; This hands-on lab has: 5 Lab steps