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.
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.
Who Can Benefit
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
Review the customer case study
Design a proof of concept solution
Present the solution
Module 2: Hands-on Lab - Big data and visualization
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
https://www.exitcertified.com/it-training/microsoft/cloud-workshops/microsoft-cloud-workshop-big-data--visualization-55614-detail.html40502Microsoft Cloud Workshop: Big Data Visualizationhttps://assets.exitcertified.com/assets/CourseImages/810da9d5b9/AdobeStock_198396752__FitMaxWzEwMDAsMTAwMF0.jpg295.00USDInStock/Training/Microsoft/Cloud WorkshopsIn this workshop, you will deploy a web app using Machine Learning (ML) to predict travel delays given flight delay data and...295.00MicrosoftClassroom2018-12-12T18:41:01+00:00USD