In this project, we will use Azure Machine Learning Studio to build a predictive model without writing a single line of code! Specifically, we will predict flight delays using weather data provided by the US Bureau of Transportation Statistics and the National Oceanic and Atmospheric Association (NOAA). You will be provided with instructions on how to set up your Azure Machine Learning account with $200 worth of free credit to get started with running your experiments!
Predictive Modelling with Azure Machine Learning Studio
Taught in English
Instructor: Snehan Kekre
10,467 already enrolled
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Guided Project
Recommended experience
(239 reviews)
What you'll learn
Build a predictive model using Azure ML Studio
Demonstrate a working knowledge of setting up experiments on Azure ML Studio
Operationalise machine learning workflows with Azure's drag-and-drop modules
Skills you'll practice
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Guided Project
Recommended experience
(239 reviews)
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About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Introduction and Setup Instructions
Importing the Data Sets
Scrubbing Missing Values
Eliminating Target Leaks
Conversion to Categorical Features
Preparing Features to be Joined with Weather Data
Preprocessing the Weather Dataset
Joining Both Datasets
Training and Evaluating the Model
Recommended experience
A basic understanding of machine learning workflows.
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.