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Microsoft Cloud Workshop: Big Data & Visualization (MOC 40502)

 

Course Overview

In this workshop, you will deploy a web app using Machine Learning (ML) to predict travel delays given flight delay data and weather conditions. Plan a bulk data import operation, followed by preparation, such as cleaning and manipulating the data for testing, and training your Machine Learning model.

Who should attend

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.

Course Objectives

At the end of this workshop, you will be better able to build a complete machine learning model in Azure Databricks for predicting if an upcoming flight will experience delays. In addition, you will learn to store the trained model in Azure Machine Learning Model Management, then deploy to Docker containers for scalable on-demand predictions, use Azure Data Factory (ADF) for data movement and operationalizing ML scoring, summarize data with Azure Databricks and Spark SQL, and visualize batch predictions on a map using Power BI.

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
Module 2: Hands-on Lab - Big data and visualization
Lessons
  • Build a Machine Learning Model
  • Setup Azure Data Factory
  • Deploy your machine learning model with Azure ML
  • Develop a data factory pipeline for data movement
  • Operationalize ML scoring with Azure Databricks and Data Factory
  • Summarize data using Azure Databricks
  • Visualizing in Power BI Desktop
  • Deploy intelligent web app
Classroom Training

Duration 1 day

incl. catering
Catering includes:

  • Coffee, Tea, Juice, Water, Soft drinks
  • Pastry and Sweets
  • Fresh fruits
  • Lunch in a nearby restaurant

* Catering information only valid for courses delivered by Fast Lane.


Digital courseware
Online Training

Duration 1 day

Digital courseware
 
Click on town name to book Schedule
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This is a FLEX course, which is delivered both virtually and in the classroom.
Germany

Currently no local training dates available.  For enquiries please write to info@flane.de.

FLEX Training

Please see below our alternative, English language, FLEX course options.

08/10/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
05/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
03/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
20/01/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Belgrade
02/03/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Bucharest
04/05/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Ljubljana
14/09/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
16/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Zagreb
Switzerland
14/10/2019 Basel
14/10/2019 Bern
14/10/2019 Zurich

Fast Lane Flex™ Classroom If you can't find a suitable date, don't forget to check our world-wide FLEX™ training schedule.

Europe
Bulgaria
14/09/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
Croatia
16/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Zagreb
Romania
02/03/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Bucharest
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Time zone: Europe/Belgrade
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04/05/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Ljubljana
Spain
02/12/2019 Madrid Course language: English
16/12/2019 Online Training Time zone: Europe/Madrid Course language: English
17/02/2020 Madrid Course language: English
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02/11/2020 Online Training Time zone: Europe/Madrid Course language: English
United Kingdom
08/10/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
05/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
03/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
Middle East
United Arab Emirates
06/10/2019 Dubai Course language: English This course is being delivered by iTLS.
20/10/2019 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
23/02/2020 Dubai Course language: English This course is being delivered by iTLS.
08/03/2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
17/05/2020 Dubai Course language: English This course is being delivered by iTLS.
31/05/2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
16/08/2020 Dubai Course language: English This course is being delivered by iTLS.
30/08/2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
15/11/2020 Dubai Course language: English This course is being delivered by iTLS.
29/11/2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
Africa
Egypt
06/10/2019 Cairo Course language: English
20/10/2019 Online Training Time zone: Africa/Cairo Course language: English
23/02/2020 Cairo Course language: English
08/03/2020 Online Training Time zone: Africa/Cairo Course language: English
17/05/2020 Cairo Course language: English
31/05/2020 Online Training Time zone: Africa/Cairo Course language: English
16/08/2020 Cairo Course language: English
30/08/2020 Online Training Time zone: Africa/Cairo Course language: English
15/11/2020 Cairo Course language: English
29/11/2020 Online Training Time zone: Africa/Cairo Course language: English
 

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