Audrey LorberfeldinTowards Data ScienceMachine Learning Algorithms In Layman’s Terms, Part 2(i.e. how to explain machine learning algorithms to anyone)12 min read·Mar 25, 2019--8--8
Audrey LorberfeldinTowards Data ScienceMachine Learning Algorithms In Layman’s Terms, Part 1(i.e. how to explain machine learning algorithms to your grandma)14 min read·Mar 2, 2019--12--12
Audrey LorberfeldinTowards Data ScienceThe Learning Process: Logistic Regression for Facial Recognition– Take 2Revisiting a previous project with a new lens.3 min read·Jan 7, 2019--1--1
Audrey LorberfeldinTowards Data ScienceLogistic Regression For Facial RecognitionFacial recognition algorithms have always fascinated me, and wanting to flex my newfound logistic regression skills on some data, I…8 min read·Dec 19, 2018----
Audrey LorberfeldinTowards Data ScienceThe Data Science Behind the New York Times’ Dialect Quiz, Part 2The first part of this series explored Josh Katz’s NYT Dialect Quiz and touched on some data science topics such as parameter space and…9 min read·Dec 13, 2018----
Audrey LorberfeldinTowards Data ScienceThe Data Science Behind the New York Times’ Dialect Quiz, Part 1In 2013 the New York Times published Josh Katz’s “How Y’all, Youse and You Guys Talk.” You probably remember taking it, or at least…6 min read·Nov 16, 2018----
Audrey LorberfeldinTowards Data ScienceHow do Data Scientists Ask the Right Questions?I love questions. And, over the years, this love has allowed me to get pretty good at not only asking questions, but asking the right…6 min read·Nov 2, 2018--2--2