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Apache: Big Data North America 2017 will be held at the Intercontinental Miami in Miami, Florida. 

Register now for the event taking place May 16-18, 2017. 
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Thursday, May 18 • 10:00am - 10:50am
Big Data Analytics Using Apache (Py)Spark For Analyzing IPO Tweets - Dirk Van den Poel, Ghent University

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In this talk, we share our experience in researching and practicing Business Analytics with a strong emphasis on descriptive and predictive analytics. We discuss the usefulness of these open-source analytics platforms by means of a real-life case study in Finance and Marketing: Analyzing the interaction between tweets and the success of an initial public offering (IPO), and the post-IPO price evolution. Moreover, we build a predictive model to determine whether a tweet will be retweeted. We present our findings using a series of platforms ranging from (1) dedicated Apache Spark clusters using Python Zeppelin Notebooks to (2) Databricks’ cloud platform.

Speakers
avatar for Dirk Van den Poel

Dirk Van den Poel

Professor of Data Analytics, Ghent University
Dirk Van den Poel (PhD) is Senior Full Professor of Data Analytics/Big Data at Ghent University, Belgium. He teaches courses such as Statistical Computing, Big Data, Predictive and Prescriptive Analytics. He co-authored 80+ international peer-reviewed publications in journals suc... Read More →


Thursday May 18, 2017 10:00am - 10:50am
Trianon

Attendees (30)