Becca RinTowards Data ScienceBack to Basics: Part 2Conditional Probability and IndependenceApr 15, 2019Apr 15, 2019
Becca RinTowards Data ScienceThe Fundamental Algorithms of Data SciencePart 1: Linear RegressionApr 2, 20191Apr 2, 20191
Becca RinTowards Data ScienceBack to Basics: Part 1Permutations vs. CombinationsMar 31, 2019Mar 31, 2019
Becca RinTowards Data ScienceSentiment Analysis: Beyond WordsAs any New York transplant knows, it’s hard to get good pizza outside of New York. Add Italian family heritage and, well, good pizza is a…Mar 28, 20191Mar 28, 20191
Becca RinTowards Data ScienceImbalanced Class Sizes and Classification Models: A Cautionary Tale Part 2Recently, I wrote this post about imbalanced class sizes in classification models might lead to overestimation of a classification model’s…Mar 27, 20195Mar 27, 20195
Becca RinTowards Data SciencePredicting “Bikeability” in U.S. CitiesAccording to the United Nations, more than half of the world’s population now live in cities. As the worldwide poverty rate continues to…Mar 20, 20191Mar 20, 20191
Becca RinTowards Data ScienceImbalanced Class Sizes and Classification Models: A Cautionary TaleFor a recent data science project, I developed a supervised learning model to classify the booking location of a first-time user of the…Mar 8, 20191Mar 8, 20191