Katherine MunroinTowards Data ScienceFrom Probabilistic to Predictive: Methods for Mastering Customer Lifetime ValueThe final chapter in a comprehensive, practical guide to real-world applications of CLV analysis & predictionMay 3May 3
Katherine MunroinTowards Data ScienceYes, you still need old-school NLP skills in “the age of ChatGPT”Large Language Models are amazing, but for many production problems, simpler techniques are faster, cheaper, and just as…Feb 121Feb 121
Katherine MunroinTowards Data ScienceMethods for Modelling Customer Lifetime Value: The Good Stuff and the GotchasPart three of a comprehensive, practical guide to CLV techniques and real-world use-casesNov 17, 20238Nov 17, 20238
Katherine MunroinTowards Data ScienceCongrats on your Customer Lifetime Value prediction model — now what are you going to do with it?An obsessively detailed guide to Customer Lifetime Value techniques and real-world applicationsAug 7, 2023Aug 7, 2023
Katherine MunroinTowards Data ScienceFrom analytics to actual application: the case of Customer Lifetime ValuePart one of a comprehensive, practical guide to CLV techniques and real-world use-casesJul 2, 20235Jul 2, 20235
Katherine MunroinTowards Data ScienceGuided Transfer Learning: How to use ‘the power of scouts’ to boost machine learning performanceAn exclusive sneak-peek at a revolutionary new method for training neural networksMar 27, 2023Mar 27, 2023
Katherine MunroAlgorithmic bias, testing your preconceptions, and how to help build gender equalityA not-quite-buzzfeed quiz to check your biases; an intro to critical algorithm studies; and ideas for enabling ethical developers.Mar 8, 2023Mar 8, 2023
Katherine MunroMedians with SQL: How to solve these HackerRank problems like you actually know what you’re doingA beginners’ guide to working through complex SQL questions — and understanding the answers.Feb 22, 2023Feb 22, 2023
Katherine MunroCongratulations on getting fired. Here are 10 ways to bounce back even stronger.Practical lessons from being let go, and how you can apply them too.Jan 24, 20231Jan 24, 20231
Katherine MunroinTowards Data ScienceHow to Do Language Detection Using Python, NLTK, and Some Easy StatisticsA practical introduction to a technology you use every day.Jan 11, 20231Jan 11, 20231