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 Objective

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 Description

Microsoft Cloud Workshop Big Data and Visualization online course offering end-to-end solution for data management and visualization. Microsoft Cloud Workshop Big Data and Visualization online course intention is to provide an understanding about the machine learning model.

Microsoft Cloud Workshop Big Data and Visualization online course will allow the participants to gain more knowledge on presenting data in visualization format.

Microsoft Cloud Workshop Big Data and Visualization online course is ideally developed for cloud architect who wants to expertise in managing data movement. 

In the Microsoft Cloud Workshop Big Data and Visualization online training course, Uplatz provides an in-depth online training for the participants or learners to gain knowledge on Azure data factory. Uplatz provides appropriate teaching and expertise training to equip the participants for implementing the learnt concepts in an enterprise.

Microsoft Cloud Workshop Big Data and Visualization online training course curriculum covers machine learning model, how to setup Azure data factory, review data using HDinsight spark.

With the help of Microsoft Cloud Workshop Big Data and Visualization online course, the learners can:

• Inhouse Terminology and concepts related to the Microsoft Cloud Workshop Big Data and Visualization 

• Implement device registration using IoT Hub registry

• Visualize data with power business intelligence

Uplatz provides an in-depth training to the learners to accelerate their knowledge and skill set required for a Data Visualization Developer.

Target 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.

----------------------------------------------------------------------------------

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

----------------------------------------------------------------------------------