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Microsoft Cloud Workshop: Big Data & Visualization

Online Training by  NetCom Learning
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Online / Training

Details

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. 

This course is based on the objectives of the course version 40502G.

Outline

  1. Whiteboard Design Session - Big Data and Visualization
    1. Review the customer case study
    2. Design a proof of concept solution
    3. Present the solution
  2. Hands-On Lab - Big Data and Visualization
    1. Build a Machine Learning Model
    2. Setup Azure Data Factory
    3. Develop a data factory pipeline for data movement
    4. Operationalize ML scoring with Azure ML and Data Factory
    5. Summarize data using HDInsight Spark
    6. Visualizing in Power BI Desktop
    7. Deploy intelligent web app
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