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…·4 min read·May 28, 2023----
Alexander BaileyinTowards Data SciencePredicting the end of lockdown with a Gaussian ProcessCan we predict the number of daily vaccinations using Gaussian Processes?·6 min read·Feb 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?·7 min read·Jan 22, 2021--1--1
Alexander BaileyinTowards Data ScienceBayesian modelling for tennis player rankingHow can Bayesian modelling help us to model tennis game outcomes and create player rankings?·5 min read·Jan 15, 2021--1--1
Alexander BaileyinTowards Data ScienceVariational Inference for Neural NetworksAn introduction to Bayesian approximations for Neural Networks·7 min read·Jan 4, 2021--4--4
Alexander BaileyinTowards Data ScienceIntroduction to MCMCWhat are Monte Carlo approximations and how does the Metropolis algorithm work?·6 min read·Oct 26, 2020--1--1
Alexander BaileyinTowards Data ScienceBootstrapping and bagging 101Parameters and statistics should belong to distributions not single values!·6 min read·Jul 20, 2020--1--1
Alexander BaileyinTowards Data ScienceK-means from scratch with NumPyBack to basics with this quick & simple clustering algorithm·5 min read·Jun 29, 2020----
Alexander BaileyinTowards Data ScienceCreate new functionality with __getattribute__Inheritance, wrappers, class attributes and more!·3 min read·Jun 18, 2020----
Alexander BaileyinThe StartupUsing Slack during a pandemicThe dos and don’ts of communication during the crisis and beyond·6 min read·Jun 14, 2020----
