Ivan PanshininTowards Data ScienceHow to use metric learning: embedding is all you needFind out what’s the difference between regular classification and metric learning, and try it for yourself with my implementation of…Feb 2, 20212Feb 2, 20212
Ivan PanshininTowards Data ScienceHow to deploy ML models using Flask + Gunicorn + Nginx + DockerA template for configuring Flask + Gunicorn + Nginx + Docker with a detailed explanation, that should bring you a bit closer to working…Apr 30, 20203Apr 30, 20203
Ivan PanshininTowards Data ScienceHow to get top 1% on Kaggle and help with Histopathologic Cancer DetectionA story about my first Kaggle competition, and the lessons that I learned during that competition.Apr 13, 2020Apr 13, 2020