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Microsoft Cloud Workshop: Big Data & Visualization (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.

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

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.

Classroom Training

Duration 1 day

Online Training

Duration 1 day

 
Click City Name To Book Schedule
This is an Instructor-Led Classroom course
This is an Instructor-Led Online (ILO) course. These sessions are conducted via WebEx in a VoIP environment and require an Internet Connection and headset with microphone connected to your computer or laptop.
This is a FLEX course, which is delivered simultaneously in two modalities. Choose to attend the Instructor-Led Online (ILO) virtual session or Instructor-Led Classroom (ILT) session.
United States

Currently there are no training dates scheduled for this course.  You can schedule a private, onsite training session or request a public date by emailing info@fastlaneus.com.

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
Sep 14, 2020 This is a FLEX event Sofia Course language: English Enroll
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Oct 14, 2019 Zurich Enroll
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Nov 5, 2019 This is a FLEX event London, City Enroll
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Dec 3, 2019 This is a FLEX event London, City Enroll
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United Arab Emirates
Oct 6, 2019 Dubai Course language: English This course is being delivered by iTLS. Enroll
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Aug 30, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
Nov 15, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Nov 29, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
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Egypt
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Aug 16, 2020 Cairo Course language: English Enroll
Aug 30, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
Nov 15, 2020 Cairo Course language: English Enroll
Nov 29, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll