At 21 april 2023, we held an epic hackathon where 10 teams from KPN, Rabobank, DPG, Athora, ANWB, UWV, Lifetri, and Eneco joined forces to rescue our beloved Princess Peach from the claws of Bowser. It was a fierce battle, but in the end, only one team emerged victorious. And who was that, you may […]
At Cmotions we’ve always had a lot of discussion amongst colleagues whether or not to balance our datasets when building a predictive model. Everyone has their own personal preference and way of working, but which approach is “the best”? We simply didn’t know until we stumbled upon this paper written by Jacques Wainer and Rodrigo […]
At Cmotions we love to learn from each other and that is why we regularly collaborate on internal projects, in which we can express our creativity, curiosity and eagerness to learn. In this article we want to share what we did in the ‘Snake’ project, where we learned the computer to play snake using Reinforcement […]
If you would like to read more about Topic Modeling, please have a look at our article ‘An in-depth Introduction to Topic Modeling using LDA and BERTopic‘ and make sure to check out the notebook generated based on a deep learning approach, BERTopic. If you are in general interested in NLP tasks then you are […]
If you would like to read more about Topic Modeling, please have a look at our article ‘An in-depth Introduction to Topic Modeling using LDA and BERTopic‘. Moreover, make sure to check out the notebook generated based on a traditional approach, LDA. If you are in general interested in NLP tasks then you are in […]
Introduction to Emotion Detection
If you are interested in the evolution of technology when it comes to text mining tools and Natural Language Processing (NLP) tasks, then you are in the right place! This article presents an interesting NLP task: Emotion Detection. We are introducing what emotion detection is as well as the beneficial function that many fields can […]