Blake VanBerloinTowards Data ScienceThe Dice language may help you achieve exact probabilistic inference12 min read·Mar 4, 2021----
Blake VanBerloinTowards Data ScienceHow the Strategy Design Pattern can help you quickly evaluate alternative modelsThe Strategy Design Pattern is a great tool to help you write machine learning experiments that work with a variety of models.8 min read·Jan 26, 2021----
Blake VanBerloinTowards Data ScienceHow to use COVID-CXR to Identify COVID-19 Infection on Chest X-rays with Explainable Machine…LIME applied to CNN trained to predict COVID-19 Infection from Posteroanterior Chest X-rays9 min read·Mar 30, 2020----
Blake VanBerloinTowards Data ScienceModelling COVID-19 Spread in Canada as Exponential GrowthA brief review of exponential growth and how it applies to COVID-19 transmission in Canada.4 min read·Mar 23, 2020--2--2