Website During the course Applied Data Analysis (CS-401) at EPFL, we had to work on a data analysis project on one of the proposed datasets. With my team (Baptiste Lecoeur, Enzo Palmisano, Jamil Maj & Mariella Daghfal) we chose to work on the CMU Movie Summary Corpus dataset. ...
GitHub Repository Report Introduction As data scientists and researchers, we are constantly seeking ways to push the boundaries of accuracy and efficiency in various domains. In the field of medical image processing, the accuracy of age prediction based on anatomical features can have significant implications for diagnosing and understanding age-related conditions. In this project, we embarked on a journey to optimize biological age prediction from brain anatomical volume measurements. Our goal was to determine whether splitting patients into subgroups and developing prediction models for each subgroup could improve the accuracy of age prediction compared to a global prediction model. ...
GitHub Repository Report Introduction The project, conducted with Manon Dorster and Alexandre Maillard, aimed to apply machine learning techniques to CERN particle accelerator data to identify Higgs boson events among multiple proton collisions. This project was part of the Machine Learning course (CS-433) at EPFL. ...