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Home / Uncategorized / Microsoft Cloud Workshop: Big Data & Visualization (40502)

Microsoft Cloud Workshop: Big Data & Visualization (40502)

$499.00

In this hands-on workshop you will 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.

SKU: 40502 Category: Uncategorized
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Description

Workshop 40502 – Microsoft Cloud Workshop: Big Data & Visualization

About this workshop

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 profile

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 Workshop and At Workshop 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.

At workshop 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

Workshop Outline

Module 1: Whiteboard Design Session – Big Data and Visualization

Lessons

  • Review the customer case study
  • Design a proof of concept solution
  • Present the solution

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

Prerequisites

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

  • Microsoft Azure Essentials course

Other courses that provide deeper prerequisite skills include

  • Implementing Microsoft Azure Infrastructure Solutions
  • Developing Microsoft Azure Solutions

Additional information

Course Length

1 Day

Format

Workshop

Release Date

Dec/22/2017

Course Level

300

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