John LawlessinTowards Data ScienceUnder the Hood: Correlation and CollinearityUsing correlation to get the most out of your data and modeling9 min read·Jan 13, 2021--1--1
John LawlessinTowards Data ScienceUnder the Hood: Using Gini impurity to your advantage in Decision Tree ClassifiersThis article will serve as the first part of a potentially ongoing series, looking at the mathematical concepts that drive key parameters…9 min read·Dec 29, 2020--3--3
John LawlessExamining the Potential of Deep Learning Applications in Medical ImagingIn this article, I discuss my most recent data science project. Using x ray images as data, I investigate the possibilities, pitfalls, and…7 min read·Dec 14, 2020----
John LawlessinAnalytics Vidhya5 Tips Before Starting Your First Deep Learning Image Classification Project with KerasDeep learning applications in image classification have shown very impressive results in recent years, with advances rapidly happening all…5 min read·Dec 7, 2020----