Rowan CurryDistributions for Data Science: Bernoulli!This article is part one of a seven part series defining, explaining, and simulating statistical distributions crucial to the field of data…Jan 9, 2022Jan 9, 2022
Rowan CurryAdaBoost: Explained!The following article takes you through an intuitive explanation of the AdaBoost algorithm! AdaBoost is a Boosting algorithm based on…Jan 2, 20222Jan 2, 20222
Rowan CurryThe Complete Guide to Random Forests: Part 2The following article builds on The Complete Guide to Random Forests: Part 1. If you’re unfamiliar with Ensemble Learning, Decision Trees…Dec 21, 20211Dec 21, 20211
Rowan CurryUnderstanding Simpson’s ParadoxAs someone working with data — whether you’re a Data Scientist, a Data Analyst, or a Statistician — it’s essential to make sure that the…Dec 20, 2021Dec 20, 2021
Rowan CurryThe Three Bs: Bootstrapping, Bagging, & Boosting!Many important ensemble learning algorithms are based off of the Three Bs. Understanding these fundamental Machine Learning concepts is…Dec 16, 2021Dec 16, 2021
Rowan CurryThe Complete Guide to Random Forests: Part 1I hear the term “Random Forest” and immediately in my minds eye I’m walking through a redwood grove, smelling salty coastal air and…Dec 16, 2021Dec 16, 2021
Rowan CurrySimple & Quick Web Apps in RR Shiny is an R package that allows you to build interactive web apps through R. It doesn’t require any previous knowledge of UI, which is…Dec 1, 20211Dec 1, 20211
Rowan CurryA Closer Look at OutliersIt’s always hard figuring out when to include outliers in analysis and when to drop them. This article aims to make this aspect of data…Nov 23, 2021Nov 23, 2021
Rowan CurryGradient Descent: Explained!Gradient descent is a popular and effective optimization strategy used when training data-based models. Gradient descent’s popularity is…Nov 19, 2021Nov 19, 2021
Rowan CurrySimplified Logistic Regression: Classification With Categorical Variables in PythonLogistic Regression is an algorithm that performs binary classification by modeling a dependent variable (Y) in terms of one or more…Oct 25, 2021Oct 25, 2021