Anna PershukovainTowards Data ScienceData Collection in Machine Learning ProductsWith examplesAug 28, 2021Aug 28, 2021
Anna PershukovainGeek CultureBuilding a System for Online Experiments From ScratchHow to keep sanity when setting up your experimentation methodology at a startup.May 13, 2021May 13, 2021
Anna PershukovaToo many categories: how to deal with categorical features of high cardinalityHave you ever tried to one-hot encode categorical variable with lots of different values when your dataset is of humble size?Nov 10, 2020Nov 10, 2020