PinnedGaurang MehraGuide to writing Python packages for Data ScientistsWrite a python package for common Data science tasks.Aug 11, 2023Aug 11, 2023
Gaurang MehraMaster Non-Linear Modeling: Neural Networks with PyTorchIn this article, I’ve created a custom non-linear dataset to demonstrate how effectively neural networks can model complex patterns. By…Oct 21Oct 21
Gaurang MehrainOperations Research BitExploring Revenue Forecasting in E-commerce: The Power of SimulationsObjective: In this blog post I will explore the use of simulations for a typical e-commerce use case.May 10May 10
Gaurang MehraManaging Attrition. Feature Driven Survival AnalysisThis is the second article in the Survival Analysis series. The first article (here) was an introduction to Survival analysis using simple…Apr 28Apr 28
Gaurang MehraManaging Attrition. An introduction to Survival AnalysisSurvival analysis is a class of models and techniques used for time to event analysis. The event can be a machine failure, loss of a…Feb 26Feb 26
Gaurang MehraIntroduction to 3 useful tree based modelsOur objective for this article is to give a beginner friendly introduction to tree based models starting with Decision Trees and moving to…Mar 3, 2023Mar 3, 2023
Gaurang MehraBuild a predictive Tree based model with a front end dashboard report in excelObjective: We will use the bike data set provided by Kaggle to predict bike rentals given hourly data on rentals, weather (temp, humidity…Feb 20, 2023Feb 20, 2023
Gaurang MehraA practical guide to Hypothesis testing and ANOVAAn exhaustive guide to hypothesis testing and ANOVANov 24, 2022Nov 24, 2022
Gaurang MehraFinding the most impactful features in a dataset using Mutual Information criteriaFeature selection using Mutual Info regressionNov 7, 2022Nov 7, 2022
