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In this repository, we use some sample data simulated from a real-world dataset to demonstrate how to utilize big data technologies including Spark, Hive, and data platforms like Databricks to build a dynamic A/B testing module. This solution is beneficial for business to optimize their decision making in daily operations.

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xinbo-w/Dynamic-AB-Testing-for-Banner-Optimization

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Dynamic A/B Testing for Banner Optimization

Many times business problems are more dynamic than what a single A/B test can solve. In this project, we use a banner showing case to demonstrate how business operations can potentially benefit from continous A/B testing and dynamic strategy choosing.

This project is a group work of MSBA students at University of Minnesota: Xinbo Wang, Brandon Park, Sricharan Sridhar, Phuong Tran, and Vivian Ho.

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In this repository, we use some sample data simulated from a real-world dataset to demonstrate how to utilize big data technologies including Spark, Hive, and data platforms like Databricks to build a dynamic A/B testing module. This solution is beneficial for business to optimize their decision making in daily operations.

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