Microsoft Cloud Workshop Big Data and Visualization

Duration: 
1 days
Codes: 
M40502

Overview

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.

 

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.

 

Skills Gained

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

 

Prerequisites

Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. We suggest students take this prerequisite prior to attending this workshop.

  • Microsoft Azure Essentials course, http://www.microsoft.com/en-US/azureessentials

 

Course Outline

Module 1: Whiteboard Design Session - Big Data & VisualizationLessons

  • Review the customer case study
  • Design a proof of concept solution
  • Call to action: Present the solution

Module 2: Hands-on lab unguided - Big Data & VisualizationLessons

  • Before the hands-on lab
  • Build a machine learning model
  • Set up Azure Data Factory
  • Develop 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
  • After the hands-on lab

 

Thinking about Onsite?

If you need training for 3 or more people, you should ask us about onsite training. Putting aside the obvious location benefit, content can be customised to better meet your business objectives and more can be covered than in a public classroom. It's a cost effective option.

Submit an enquiry from any page on this site, and let us know you are interested in the requirements box, or simply mention it when we contact you.

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Upcoming Dates

  • GREEN This class is Guaranteed To Run.
  • SPVC - Self-Paced Virtual Class.
  • Click a Date to Enroll.
Course Location Days Cost Date
Wallisellen Wallisellen1 750 £750 2019-09-20
Berkshire Bracknell1 750 £750 2019-09-23
London London1 750 £750 2019-09-23
London London1 750 £750 2019-09-23
Online Online1 750 £750 2019-09-23
Wallisellen Wallisellen1 750 £750 2019-11-27
Berkshire Bracknell1 750 £750 2019-12-16
London London1 750 £750 2019-12-16
London London1 750 £750 2019-12-16
Online Online1 750 £750 2019-12-16
Wallisellen Wallisellen1 750 £750 2020-01-24