Divya GeraBoosting Algorithms: AdaBoost, Gradient Boosting, XGB, Light GBM and CatBoostTree-based ensemble algorithms15 min read·Sep 9, 2020----
Divya GeraData journey from acquisition to feeding it into a model — Steps from Data Cleaning, Handling, EDA…I am going to discuss summary of Data journey which starts after acquiring the data till being fed to a model. There are multiple steps…19 min read·Jul 19, 2020----
Divya GeraEncoding Categorical Data and Dummy Variable Trap in RegressionToday’s world is full of data and data can be either in quantitative (numerical) or qualitative (categorical) form. The statistics or…3 min read·Jul 5, 2019----
Divya GeraBasic fundaments of Text Extraction from imagesThe image content is classified into two categories: perceptual content and semantic content. Perceptual contents include colors, shapes…1 min read·Oct 14, 2018--1--1