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Monday, May 9 • 3:00pm - 3:50pm
Big Data Analytics Using R and PySpark for Business, Finance and Marketing - 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 predictive and prescriptive analytics. We present our findings using a series of platforms ranging from (1) large shared memory systems (e.g. for open-source R code, #rstats), over (2) dedicated Apache Spark clusters using Python Jupyter Notebooks to (3) very large HPC settings with hundreds of nodes (using HOD, https://github.com/hpcugent/hanythingondemand).
More specifically, we discuss our experience (a) running huge equity price-direction prediction models for S&P 100 stocks, (b) analyzing analytical CRM databases for a large retailer, and (c) researching the link between tweets and weblog data.

Speakers
avatar for Dirk Van den Poel

Dirk Van den Poel

Professor of Data Analytics, Ghent University
Dirk Van den Poel (PhD) is 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 such as Journal of Statistical Software, Journal of Applied Econometrics, European Journal of Operational Research, IEEE Transactions on Power Systems. He co-founded the first... Read More →



Monday May 9, 2016 3:00pm - 3:50pm
Plaza B

Attendees (31)