PinnedTapas MahantaNLP: Analyzing Political Bias in American MediaWhile issues such as fake news are very relevant, the bias in news media often goes unexamined, unless analyzed actively. These days…Jul 17, 2020Jul 17, 2020
Tapas MahantaNLP The Bigger PictureThe idea behind any Natural Language Processing(NLP) algorithm is that to convert words/texts into a form that machines(mathematical…Dec 30, 2020Dec 30, 2020
Tapas MahantaChoosing your Regression Model : Inference vs PredictionI first got to know about linear regression back in 2013 during my undergrad Machine Learning class. Since then I have been exposed to…Oct 13, 2020Oct 13, 2020
Tapas MahantaLinear Probability, Logistic and Choice ModelThe dependent variable is binary and assumes the probability of the dependent variable is a linear function of regressors.Apr 24, 2020Apr 24, 2020
Tapas MahantaStochastic, Batch and Mini Batch Gradient DescentLinear regression cost functionMar 22, 2020Mar 22, 2020
