Alexander BaileyUnlocking the Power of Java Annotation ProcessorsJava annotations have become a critical component of modern Java coding practice, providing a powerful metadata tool to help guide how…May 28, 2023May 28, 2023
Alexander BaileyinTowards Data SciencePredicting the end of lockdown with a Gaussian ProcessCan we predict the number of daily vaccinations using Gaussian Processes?Feb 8, 2021Feb 8, 2021
Alexander BaileyinTowards Data ScienceStop worrying about configs with GinCan the gin-config help to remove the headache of config files in data science projects?Jan 22, 20211Jan 22, 20211
Alexander BaileyinTowards Data ScienceBayesian modelling for tennis player rankingHow can Bayesian modelling help us to model tennis game outcomes and create player rankings?Jan 15, 20211Jan 15, 20211
Alexander BaileyinTowards Data ScienceVariational Inference for Neural NetworksAn introduction to Bayesian approximations for Neural NetworksJan 4, 20214Jan 4, 20214
Alexander BaileyinTowards Data ScienceIntroduction to MCMCWhat are Monte Carlo approximations and how does the Metropolis algorithm work?Oct 26, 20201Oct 26, 20201
Alexander BaileyinTowards Data ScienceBootstrapping and bagging 101Parameters and statistics should belong to distributions not single values!Jul 20, 20201Jul 20, 20201
Alexander BaileyinTowards Data ScienceK-means from scratch with NumPyBack to basics with this quick & simple clustering algorithmJun 29, 2020Jun 29, 2020
Alexander BaileyinTowards Data ScienceCreate new functionality with __getattribute__Inheritance, wrappers, class attributes and more!Jun 18, 2020Jun 18, 2020
Alexander BaileyinThe StartupUsing Slack during a pandemicThe dos and don’ts of communication during the crisis and beyondJun 14, 2020Jun 14, 2020