https://tabacof.github.io/blog.html Pedro Tabacof's writing about machine learning, statistics, experiments, and engineering. quarto-1.10.18 Wed, 10 Jul 2024 23:00:00 GMT Pedro Tabacof https://tabacof.github.io/posts/csgo_betting_with_ml_part_2/csgo_betting_with_ml_part_2.html https://tabacof.github.io/posts/csgo_betting_with_ml_part_2/csgo_betting_with_ml_part_2.html Wed, 10 Jul 2024 23:00:00 GMT Pedro Tabacof https://tabacof.github.io/posts/csgo_betting_with_ml_part_1/csgo_betting_with_ml_part_1.html https://tabacof.github.io/posts/csgo_betting_with_ml_part_1/csgo_betting_with_ml_part_1.html Thu, 04 Jan 2024 00:00:00 GMT Pedro Tabacof https://tabacof.github.io/posts/serverless_model_deployment/serverless_model_deployment.html https://tabacof.github.io/posts/serverless_model_deployment/serverless_model_deployment.html Sat, 03 Jun 2023 23:00:00 GMT Pedro Tabacof https://tabacof.github.io/posts/name_classification/name_classification.html https://tabacof.github.io/posts/name_classification/name_classification.html Sun, 26 Mar 2023 23:00:00 GMT Pedro Tabacof https://tabacof.github.io/posts/hierarchy_needs_ml/ hierarchy of human needs, ranging from basic physiological needs to abstract concepts like self-actualization. In this article, I propose a hierarchy of machine learning needs: ]]> https://tabacof.github.io/posts/hierarchy_needs_ml/ Wed, 15 Mar 2023 00:00:00 GMT Pedro Tabacof https://tabacof.github.io/posts/neurips_2018/ ]]> https://tabacof.github.io/posts/neurips_2018/ Mon, 17 Dec 2018 00:00:00 GMT Pedro Tabacof https://tabacof.github.io/posts/how_not_to_forecast_election/ We use a hierarchical Bayesian model to show how a simple pro-Trump bias has a huge effect on forecasting election results. See the discussion on HackerNews. ]]> https://tabacof.github.io/posts/how_not_to_forecast_election/ Wed, 16 Nov 2016 00:00:00 GMT