Avinash Barnwal, Ph.D.Loan Rejection Policies — Machine LearningInterpretability versus performance trade-off given common ML algorithms. Source — http://tinyurl.com/4n5xtszb2 min read·Dec 25, 2023----
Avinash Barnwal, Ph.D.Small Business Banking Data for Explainable Credit Risk ScoringExecutive Summary3 min read·Nov 24, 2022----
Avinash Barnwal, Ph.D.inTowards Data ScienceSurvival Modeling — Accelerated Failure Time — XgboostSurvival analysis is a “censored regression” where the goal is to learn time-to-event function. This is similar to…5 min read·Sep 11, 2019----
Avinash Barnwal, Ph.D.inTowards Data ScienceTackling Big Data with Acceleration and High AccuracySupervised models are used to predict the business outcomes where we already have response for historical datasets. Few examples are lead…4 min read·Dec 17, 2018----
Avinash Barnwal, Ph.D.Street Fight Tips for PythonSelect data based on non null of one variables data[data.varname.notnull()]1 min read·May 20, 2018----