Teaching

Courses

  • Business Data Analysis (MBA), University of Hong Kong, Instructor, 2019
  • Project Big Data (BS in Business Analytics), Vrije University Amsterdam, Instructor, 2019
  • Research Seminar Business Analytics (MS in Business Analytics), Vrije University Amsterdam, Instructor, 2019
  • Data Wrangling (MS in Business Analytics), Vrije University Amsterdam, Tutor, 2019
  • Advanced Machine Learning (MS in Business Analytics), Vrije University Amsterdam, Tutor, 2018
  • System Optimization (MBA in Big Data Analytics), University of Amsterdam, Teaching Assistant, 2016 & 2017
  • Statistics, Simulation, and Optimization (MS in Data Science), University of Amsterdam, Teaching Assistant, 2016

Master Thesis Supervision

  • Hubert Au, Towards Astroturfing Detection on Twitter Through Authorship Verification, University College London and Astroscreen, 2019
  • Remco Hoving, Applying Machine Learning Techniques to Credit Scoring in a Leasing Environment, MBA in Big Data Analytics, Amsterdam Business School, 2019
  • Roy van der Heide, Fraud Prediction nowGo, Vrije University Amsterdam and nowGo, 2019
  • Frits Clevis, Improving Back-office Efficiency by Predicting the Cancellation of Securities Settlement Instructions, MBA in Big Data Analytics, Amsterdam Business School, 2018
  • Roeland van Ark, Customer Retention Strategy Improvement by Predicting Customer Churn, MBA in Big Data Analytics, Amsterdam Business School, 2018
  • Mark Vermeer, Classifying Bank Transactions Using Extreme Gradient Boosting, MS in Business Analytics, Vrije University Amsterdam and Rabobank, 2018
  • Florentine van Hees, MS in Business Analytics, Vrije University Amsterdam and Deloitte, 2018
  • Emma Schipper, Predicting the Maintenance Costs of a Housing Corporation, MS in Business Analytics, Vrije University Amsterdam, 2018
  • Belle de Veer, The Prediction of Conversion Probability Based on Website Behavior, MS in Business Analytics and Operations Research, Tilburg University and ORTEC B.V., 2018
  • Taco Wijnsma, Probabilistic Cookie Matching using Natural Language Processing and Gradient Boosting Machines, MBA in Big Data Analytics, Amsterdam Business School and ORTEC B.V., 2017
  • Sandjay Chandak, Predicting Potential Affluent Customers using Machine Learning, MBA in Big Data Analytics, Amsterdam Business School and ING Bank, 2017