Matt CrooksinTowards Data ScienceA Review of Propensity Score Modelling ApproachesA review of different approaches to using propensity scores in causal inference modellingMay 17, 20231May 17, 20231
Matt CrooksHow to Set Up rcParams in MatplotlibA simple guide to setting default plotting parameters in matplotlib’s rcParamSep 28, 20221Sep 28, 20221
Matt CrooksinTowards Data ScienceWhy Statistical Significance is ruining your AB testsHow to double your rate of experimentation and double your experimentation outputAug 31, 20221Aug 31, 20221
Matt CrooksinTowards Data ScienceBayesian Experimentation Metrics ExplainedIntroduction to 3 bayesian statistics used by GrowthBook for experimentationJul 26, 20221Jul 26, 20221
Matt CrooksinTowards Data ScienceHow to get the Most out of GrowthBookGrowthBook is an open source platform for AB testing and has formed the basis of our experimentation platform at Typeform.Jul 26, 2022Jul 26, 2022
Matt CrooksinBBC Data ScienceBayesian cold-start recommenderHow we turned the BBC’s Efficient Learning algorithm into a cold-start reccommender.Jun 25, 20211Jun 25, 20211
Matt CrooksinBBC Data ScienceEfficient Learning — the BBC’s Bayesian quiz engineLearn how we utilise user data to personalise and improve BBC Bitesize’s Efficient Learning GCSE quizJun 14, 2021Jun 14, 2021
Matt CrooksinTowards Data SciencePredicting School Holidays from BBC iPlayer ViewingCan we tell whether kids are in school just from the viewing of certain TV shows on BBC iPlayer?May 19, 2021May 19, 2021
Matt CrooksinBBC Data ScienceHow to do Data Science when you don’t have any data…This was exactly the situation that our Data Science Team faced during the Covid-19 crisis in March 2020. Find out how we created an ML…Jan 18, 2021Jan 18, 2021
Matt CrooksinTowards Data ScienceHow effective is the UK’s Covid-19 response?Simulations of how diseases spread and examples of how some social distancing measures can help to reduce their spread.Apr 21, 2020Apr 21, 2020
