Margie's Travel (MT) provides concierge services for business travelers. In an increasingly crowded market, they are always looking for ways to differentiate themselves and provide added value to their corporate customers.

Recently they've developed a POC for a web app that their internal customer service agents can use to provide additional valuable information to the traveler during the flight booking process. On that, POC they've enabled their agents to enter in the flight information and produce a prediction as to whether the departing flight will encounter a 15-minute or longer delay, considering the weather forecast for the departure hour. Now they want to evaluate deploy the project to production, leveraging DataOps & Software Engineering best practices.

Sept 2021

• Software Engineers
• Data Engineers
• Data Architects

In this workshop, you will deploy a DataOps reference arquitecture, for understanding best practices of Data Engineering & Software Engineering combined.

1. Follow these quickstart instructions to setup your lab environment before starting the Hands-On Lab.

2. Follow the Hands-On Lab instructions.

• Azure DevOps
• Azure Databricks
• Azure Data Factory
• Azure Data Lake Storage Gen2

We welcome feedback and comments from Microsoft SMEs & learning partners who deliver this workshop.

Having trouble?

• First, verify you have followed all written lab instructions (including the quickstart documents).
• Next, submit an issue with a detailed description of the problem.
• Do not submit pull requests. Our content authors will make all changes and submit pull requests for approval.

If you are planning to present a workshop, review and test the materials early! We recommend at least two weeks prior.

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