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Publications, Articles & Posters
Medium blog: lenavolzhina
"Machine learning methods in weather forecasts" (Scopus )
Master's thesis: "Machine learning methods in weather prediction problem" (pdf [ru] )
Article series at habr.com about recommender system at Stepik.org ([ru]): 1 , 2 , 3
Bachelor's thesis: "Recommender system for educational content" (pdf [ru] )
Poster about geo-magnetic anomalies at RuSSIR 2015 (pdf [en] )
"Discovering geo-magnetic anomalies: a clustering-based approach" (IEEE Library )
"How I tried to give up matplotlib" @ International Women's Day 14/03/20 video [ru]
"How I tried to quit using Matplotlib" @ Pytup 26/02/20 slides [ru]
"How many times have you tried to learn algorithms?" @ WTM Meetup #2 30/01/20 slides [ru]
"How to build hyperlocal weather forecast with machine learning techniques on a global scale" @ PyConBY 22/02/20 video [ru] , slides [en]
"How to build hyperlocal weather forecast with machine learning techniques on a global scale" @ Pytup 23/11/19 video [ru]
"Couple of words about motivation" @ Django Girls SPb #3 03/08/19 slides [ru]
"Who needs algorithms?" @ PyLadies MSK Meetup #1 12/12/18 slides [ru]
"How to combine physical models, machine learning and production performance" @ PiterPy 2018 02/11/18: description, slides & video
"Where to start learning algorithms" @ PyLadies SPb Meetup #1 07/08/18: video [ru] , slides [ru]
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