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Course 40502C: Microsoft Cloud Workshop: Big Data & Visualization

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 ... Show More
Course Prerequisites:
Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. We sugg... Show More
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Instructor-Led Training (ILT)

Attend training in a classroom environment at a campus near you. Instructor-led training is still the number one delivery method of choice because it allows you to interact and discuss the training material, either individually or in a group setting, and you gain access to expert knowledge from certified instructors. This form of guided learning is impactful and produces positive learning outcomes. Day, evening and Saturday classes are offered.

Duration
1 Day

SATV Eligible
Yes

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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CTU Training Solutions , Updated: August 2nd, 2018

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The course information above is subject to change without notification due to market trends in the industry, legislation and/or programme version updates. Terms and Conditions

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