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Microsoft Cloud Workshop: Big Data & Visualization (MS-40502)

Complete a web app using Machine Learning to predict travel delays given flight delay data and weather conditions. Plan the bulk data import operation, followed by preparation, such as cleaning and manipulating the data for testing, and training your Machine Learning model.

Virtual

Learning Style

Intermediate

Difficulty

1 Day

Course Duration

1

SATV Value

Course Info

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Complete a web app using Machine Learning to predict travel delays given flight delay data and weather conditions. Plan the bulk data import operation, followed by preparation, such as cleaning and manipulating the data for testing, and training your Machine Learning model.

Course Information

About this course:

Complete a web app using Machine Learning to predict travel delays given flight delay data and weather conditions. Plan the bulk data import operation, followed by preparation, such as cleaning and manipulating the data for testing, and training your Machine Learning model.

The average salary for a Solutions Developer with Microsoft Azure skills is $620,244 per year.

Course Objective:

Students will be better able to build a complete Azure Machine Learning (ML) model for predicting if an upcoming flight will experience delays. Students will also learn how to: 

  • Integrate the Azure ML web service in a Web App for both one at a time and batch predictions
  • Analyze batch data with SQL Data Warehouse
  • Visualize batch predictions on a map using Power BI

Audience:

This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services as described in the ‘About this Course’ and ‘At Course Completion’ areas.  Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.

Prerequisite:

Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design.

Suggested Prerequisite:

Azure Fundamentals

Career Path:

Big Data...

Outline

More Information

More Information
Brand Microsoft
Subjects Big Data
Lab Access No
Technology Microsoft
Learning Style Virtual Classroom
Difficulty Intermediate
Course Duration 1 Day
Language English
SATV Value 1
VPA Discount VPA Discount

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