Steven Van DorpeinTowards Data SciencePreprocessing with sklearn: a complete and comprehensive guideFor aspiring data scientist it might sometimes be difficult to find their way through the forest of preprocessing techniques. Sklearn its…Dec 13, 20189Dec 13, 20189
Steven Van DorpeinTowards Data ScienceBeating Datadriven’s DengAI competition Benchmark in 5 minutesOne of the longest running and most intriguing data science and machine learning competitions is without doubt the DengAi one. The…Nov 4, 2018Nov 4, 2018
Steven Van DorpeinTowards Data ScienceUnderstanding Lamport Timestamps with Python’s multiprocessing libraryEveryone who has been working with distributed systems or logs from such a systems, has directly or indirectly encountered Lamport…Sep 29, 20185Sep 29, 20185
Steven Van DorpeinTowards Data ScienceKafka-Python explained in 10 lines of codeAlthough it’s not the newest library Python has to offer, it’s hard to find a comprehensive tutorial on how to use Apache Kafka with…Aug 13, 201823Aug 13, 201823
Steven Van DorpeinTowards Data ScienceHow tracking apps analyse your GPS data: a hands-on tutorial in PythonSport tracking applications and the social networks accompanying them are all over the place nowadays. Everyone wants to make the biggest…Aug 7, 201811Aug 7, 201811
Steven Van Dorpegmplot in Jupyter: installation guide and package explorationA couple of weeks ago I decided to analyse the GPS data of my latest running effort. I downloaded the GPS Exchange Format (GPX) file of my…Aug 2, 2018Aug 2, 2018
Steven Van DorpeinTowards Data ScienceGraphFrames in Jupyter: a practical guideGraph analysis, originally a method used in computational biology, has become a more and more prominent data analysis technique for both…Jul 19, 20184Jul 19, 20184