Paul-Louis PröveA Fresh Approach to Data Cleaning & ExplorationAnyone who has been involved in data science projects knows the bulk of effort usually doesn’t go into tweaking algorithms or training…4 min read·Jun 22, 2023----
Paul-Louis PröveinTowards Data ScienceThe Blurry Lines of Supervised and Unsupervised LearningSelf-Supervised, Semi-Supervised & Weakly Supervised4 min read·Aug 24, 2018--2--2
Paul-Louis PröveinTowards Data ScienceHistory of Convolutional Blocks in simple CodeI try my best to read ML and AI related papers on a regular basis. It’s the only way to stay up-to-date with recent advancements. As a…10 min read·Jul 25, 2018--7--7
Paul-Louis PröveinTowards Data ScienceMobileNetV2: Inverted Residuals and Linear BottlenecksIn April 2017 a group of researchers from Google published a paper which introduced a neural network architecture that was optimized for…5 min read·Apr 11, 2018--9--9
Paul-Louis PröveinTowards Data ScienceSqueeze-and-Excitation NetworksSetting a new state of the art on ImageNet4 min read·Oct 17, 2017--8--8
Paul-Louis PröveinTowards Data ScienceHow old am I?Age Assessment using 3D Knee MRIs and Convolutional Neural Networks7 min read·Sep 7, 2017--2--2
Paul-Louis PröveinTowards Data ScienceAn Introduction to different Types of Convolutions in Deep LearningLet me give you a quick overview of different types of convolutions and what their benefits are. For the sake of simplicity, I’m focussing…6 min read·Jul 22, 2017--31--31