InTDS ArchivebyBradley Stephen ShawCan Data Science Find Bigfoot?An analytical approach to tracking down one of the world’s most elusive cryptidsMay 24, 20232152May 24, 20232152
InTDS ArchivebyBradley Stephen ShawLet’s Do: Neural NetworksA blow-by-blow account of building a neural network in PyTorch to predict insurance claims frequencyDec 20, 2022173Dec 20, 2022173
InTDS ArchivebyBradley Stephen ShawLet’s Do: Spatial Clustering with DBSCANA demonstration of how to combine a custom metric and Bayesian optimisation to tune a density-based spatial clustering algorithm.Aug 2, 20222011Aug 2, 20222011
InTDS ArchivebyBradley Stephen ShawLet’s Do: Feature EngineeringA brief exhibition of the power of simple feature engineering using house sale price data and a LightGBM model.Jan 7, 20226Jan 7, 20226