Sanne de RoeverI’m serious: How to leverage Python to deploy R TidymodelsThis project serves a Tidymodels R model through Python’s FastAPI using rpy2. If you think that this sounds monstrous, hear me out.Nov 16, 2023Nov 16, 2023
Sanne de Roever10+1 Books on Human Decision Making, With an Eye on AIAI, data science, statistics, machine learning: no matter how you put it, it is in the end all about decision making. And decision making…Jul 26, 2023Jul 26, 2023
Sanne de RoeverWhy Ethical AI is Hard, and Even Harder Without Causal InferenceArguing that ethical AI is not an easy subject, is in fact easy. Just think of the two words ethical and AI separately. Both words refer to…Jul 14, 2023Jul 14, 2023
Sanne de RoeverA Cognitive Map of Causal InferenceIf your company is about to spend a bundle of money on an advertising campaign, an internal training program, or on introducing a brand new…Jun 28, 2023Jun 28, 2023
Sanne de RoeverinTowards Data ScienceDigging into decision intelligenceCassie Kozyrkov, at Google, promotes the term decision intelligence. This post distills a large number of Cassies’s posts to dig in deeper.Oct 2, 2020Oct 2, 2020
Sanne de RoeverAspects, the better topics? Applying unsupervised aspect extraction on Amazon cosmetics reviews.Anyone with a even a faint interest in natural language processing (NLP) will have heard of Latent Semantic Analysis (LSA), or its…Aug 7, 20201Aug 7, 20201
Sanne de RoeverinTowards Data ScienceUsing ResNet for time-series dataRecurrent neural networks like plain RNN or more advanced models like LSTM and GRU used to be the goto models for deep-learning…Jun 29, 20201Jun 29, 20201
Sanne de RoeverTesting the accessibility of deep-learning using off-the-shelf fast.aiDeep-learning for the massesMar 12, 2019Mar 12, 2019