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Story tips from Johns Hopkins experts on Covid-19


Because Purim in 2020 caused hundreds of Orthodox Jews to become ill or hospitalized with COVID-19 in the earliest stages of the pandemic, we realized that these patients who were convalescing when others were just coming in contact with SARS-CoV-2 for the first time were an important population to study to better understand why and how the virus spreads through a culturally bonded community, says study co-senior author Avi Rosenberg, M.D., Ph.D., assistant professor of pathology at the Johns Hopkins University School of Medicine.
We felt with that insight, health care practitioners could develop strategies based on scientific evidence to limit the spread of COVID-19 while still enabling important religious and other cultural practices to go on, he explains. ....

Johns Hopkins University , United States , New York , North Carolina , New Jersey , New Haven , New Providence , Los Angeles , Katherine Wu , Avi Rosenberg , Matthew Robinson , Shannon Wongvibulsin , Scott Zeger , Michaele Newman , Johns Hopkins Health System , Johns Hopkins University School Of Medicine , Media Contact , Johns Hopkins Medicine Led , Orthodox Jews , Johns Hopkins University School , Orthodox Jewish , Chinese New Year , Johns Hopkins Medicine , Risk Predictor , Random Forests , Multivariate Data ,

Cheshta Dhingra – Medium


An intuitive visual guide to a powerful ML algorithm applied to predict voting patterns among the US States.
Have you ever wondered why certain states tend to vote Republican while others vote Democrat? Is there a way to predict which way a state will vote in any given year? Let’s say we want to predict whether a state is
“red” or
“blue” based on a few variables that we observe about it. To do this, we’ll use Decision Trees.
Red and Blue Map, 2016; Image from Wikipedia
Decision trees are both a classification and regression supervised learning model used to predict the value of a target variable (Y) using information from several input variables (Xs). ....

Visual Guide , Machine Learning , Gradient Boosted , Random Forests , Decision Trees , காட்சி வழிகாட்டி , இயந்திரம் கற்றல் , சாய்வு அதிகரித்தது , சீரற்ற காடுகள் , முடிவு மரங்கள் ,