PinnedJohn HawkinsinTowards Data ScienceImproving Machine Learning OutcomesFocusing on Framing, Timing, and TargetsJul 15, 20212Jul 15, 20212
John HawkinsData Science: Theory Vs PracticeThere is an expression you may have heard that offers a subtle value judgement against people who elevate theoretical ideas. Originally…Sep 21, 2023Sep 21, 2023
John HawkinsinGumGum Tech BlogMeasuring Attention on AdvertisingIn this post we will explore how we build scalable attention measurement models for digital advertising at Playground XYZ. The content is…Mar 21, 2023Mar 21, 2023
John HawkinsChatGPT, AGI and the Turing TestAs I write this article discussions of ChatGPT are happening everywhere.Jan 16, 20232Jan 16, 20232
John HawkinsWhy all scientists are not data scientistsPreface: This blog post was originally published in 2017 when these memes were flowing thick and fast. It is still relevant today given the…Oct 14, 20221Oct 14, 20221
John HawkinsinTowards Data ScienceDoes Autocorrect Make Life Better?A cautionary tale of systemic machine learning failureOct 8, 2022Oct 8, 2022
John HawkinsHi Nwamaka,I am not sure if my previous comment came through. Please ignore if it did.Sep 15, 2022Sep 15, 2022
John HawkinsGetting Models into ProductionPatterns for managing the interface between data science and engineering teamsSep 5, 2022Sep 5, 2022
John HawkinsWhat are Minimum Viable Machine Learning Models?In an ideal world we would priortise all our machine learning projects according to their expected payoff. This would require a reasonable…Feb 24, 2021Feb 24, 2021