Divya GeraBoosting Algorithms: AdaBoost, Gradient Boosting, XGB, Light GBM and CatBoostTree-based ensemble algorithmsSep 9, 2020Sep 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…Jul 19, 2020Jul 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…Jul 5, 2019Jul 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…Oct 14, 20181Oct 14, 20181