Course 40502: Microsoft Cloud Workshop: Big Data & Visualization
Azure / Private cloud beheer / Office 365
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.
Students will be better able to build a complete Azure Machine Learning (ML) model for predicting if an upcoming flight will experience delays. In addition,
- 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
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.
|Module 1: Whiteboard Design Session - Big Data and VisualizationLessons