ActivitiesThe Analytics Lab Princess Peach rescued from the claws of Bowser at our Super Mario Hackathon At 21 april 2023, we held an epic hackathon where 10 teams from KPN, Rabobank, DPG, Athora, ANWB,…Jeanine SchoonemannMay 3, 2023
BlogThe Analytics Lab Let’s get balanced! A simple guide on how to deal with class imbalance in your binary data At Cmotions we’ve always had a lot of discussion amongst colleagues whether or not to balance our datasets…Jeanine SchoonemannApril 17, 2023
ActivitiesThe Analytics Lab The votes have been counted… Despite the high extra workload for vote counters and the resulting delay in the final results, we hackathon…Niek AgemaMarch 16, 2023
BlogThe Analytics Lab Beat dirty data series: NO DATA SCIENTIST IS THE SAME! – part 5 This article is part of our series about how different…Anya Tonne, Jurriaan Nagelkerke, Karin Gruijs-Vodde and Tom BlankeFebruary 24, 2023
BlogThe Analytics Lab Equal opportunities in AI: an example Using Fairlearn to investigate whether a recidivism model distributes equal opportunities to different societal groups In the past…Matthijs OttenFebruary 17, 2023
BlogThe Analytics Lab Use Reinforcement Learning to teach the computer to play Snake At Cmotions we love to learn from each other and that is why we regularly collaborate on internal…Matthijs Otten, Jeanine Schoonemann, Wim Verboom, Thijs van der Velden and Frank van der BasFebruary 17, 2023
BlogThe Analytics Lab How to evaluate a text generation model: strengths and limitations of popular evaluation metrics The purpose of this article is to provide a comprehensive description of evaluation methods that can be applied…Konstantina Andronikou and Jurriaan NagelkerkeDecember 7, 2022
BlogThe Analytics Lab First time right with NLP: zero shot classification The availability of pretrained language models has increased tremendously in recent years. With the use of the amazing…Wouter van GilsNovember 13, 2022
BlogThe Analytics Lab Is your Power BI report slow? Let’s fix that In this blog I explain how you can improve the performance of your Power BI report. For a…Coen van der SnoekOctober 31, 2022
BlogThe Analytics Lab Interactive geovisualization in Python using Bokeh Change the world! As data scientists we (allegedly 😉) develop brilliant models that yield valuable insights to solve…Sem FrankenbergOctober 28, 2022