Avinash Barnwal, Ph.D.Business Loan — Reserve calculation Framework — CECL vs Fair Value Accounting1. Reserves Calculation under CECL for the Forward Purchase Agreement Loan:6d ago6d ago
Avinash Barnwal, Ph.D.LangChain — Generative AI — OverviewWhat it does — It is a framework that allows developers to create applications using LLMs. How it works — It combines external components…Oct 5Oct 5
Avinash Barnwal, Ph.D.Loan Rejection Policies — Machine LearningInterpretability versus performance trade-off given common ML algorithms. Source — http://tinyurl.com/4n5xtszbDec 25, 2023Dec 25, 2023
Avinash Barnwal, Ph.D.Small Business Banking Data for Explainable Credit Risk ScoringExecutive SummaryNov 24, 2022Nov 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…Sep 11, 2019Sep 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…Dec 17, 2018Dec 17, 2018
Avinash Barnwal, Ph.D.Quick Tips for Improving PythonSelect data based on non null of one variables data[data.varname.notnull()]May 20, 2018May 20, 2018