Jacques VerreThanks !I usually track the following data points per prediction:Apr 21, 20211Apr 21, 20211
Jacques VerreinTowards Data ScienceMonitoring Machine Learning modelsA how-to guide on quantifying concept drift for Machine Learning modelsMay 28, 20201May 28, 20201
Jacques VerreinTowards Data ScienceAI gone rogue — Business and reputational risks of building AI productsWhile AI systems can generate huge revenue growth they also come with significant business and reputational riskJan 9, 2020Jan 9, 2020
Jacques VerreinTowards Data ScienceA Framework for Model RiskWe define a framework to quantify and minimise Model Risk applicable to all AI deploymentsNov 19, 2019Nov 19, 2019
Jacques VerreinTowards Data ScienceImportance of setting realistic expectationsBefore you start building any Machine Learning model work with product owners to set realistic expectations.Sep 9, 2019Sep 9, 2019
Jacques VerreinTowards Data ScienceLife of a model after deploymentMonitoring Machine Learning models when you don’t have access to ground truth labelsAug 9, 20191Aug 9, 20191