Course Content
Module 1: Whiteboard Design Session – Big Data and Visualization
Lessons
- Review the customer case study
- Design a proof of concept solution
- Present the solution
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Module 2: Hands-On Lab – Big Data and Visualization
Lessons
- Build a Machine Learning Model
- Setup Azure Data Factory
- Develop a data factory pipeline for data movement
- Operationalize ML scoring with Azure ML and Data Factory
- Summarize data using HDInsight Spark
- Visualizing in Power BI Desktop
- Deploy intelligent web app
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At course completion
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
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