Alexander BiryukovinTowards Data ScienceStress test for your NLP modelsMetrics don’t show the actual performance of NLP models. Learn how to thoroughly test your models and fix the annotation artifacts!Jan 30, 20232Jan 30, 20232
Alexander BiryukovHow to start writing about Data ScienceYou may think it is hard — it is not if you do it smart!Jan 11, 2023Jan 11, 2023
Alexander Biryukov“100 followers policy”— good? Get organic growth!Few “unpopular” thoughts about the 100 followers policy of Medium. Medium stole bad from YouTube strategyFeb 15, 20228Feb 15, 20228
Alexander BiryukovinTowards Data Science8 Things You Should Do to Get Hired as IT or DS SpecialistAs a Head of the IT and DS department, I spent a ton of time hiring people, that’s what I have to share with you if you want to get hired!Jan 24, 2022Jan 24, 2022
Alexander BiryukovinTowards Data Science2022 Trends in Data Science and Machine learning in RussiaHyperautomation, AutoML, Data Market and other trends taking place in the world and in Russia specifically…Jan 12, 2022Jan 12, 2022
Alexander BiryukovinTowards Data ScienceIntroduction to Causal Inference (part 2)We continue to discuss basic concepts of Causal Inference. In this part we cover Randomized Study Designs, Regression and other concepts.Dec 12, 20211Dec 12, 20211
Alexander BiryukovinTowards Data ScienceIntroduction to Causal Inference (part 1)Here we discuss some basic concepts of Causal Inference to form a fundamental understanding of measuring Treatment Effects, understanding…Dec 7, 2021Dec 7, 2021
Alexander BiryukovOnline master’s degrees— how to choose them and what you should know before applying?How not to screw up in choosing an online master’s degree. Personal experience of choosing a data science program…Apr 4, 2021Apr 4, 2021
