Katherine MunroinTowards Data ScienceNo Baseline? No Benchmarks? No Biggie! An Experimental Approach to Agile Chatbot DevelopmentLessons learned bringing LLM-based products to productionAug 26Aug 26
Katherine MunroinTowards Data ScienceDo you suffer from being an artist? You may be entitled to compensationA deep dive into contemporary issues around AI, copyright, and the true meaning of “fair use.”Jul 52Jul 52
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 31May 31
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, 20236Jul 2, 20236
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