Gaurav ThapainAnalytics VidhyaThe Three RegressionsExploring the math behind multiple, ridge and lasso regressionNov 23, 2020Nov 23, 2020
Gaurav ThapainAnalytics VidhyaClassifying Text Reviews of Amazon Products Using Naive BayesTextOct 6, 2020Oct 6, 2020
Gaurav ThapainAnalytics VidhyaThe Naivety of Naive BayesWhat the developers wanted to achieve through Machine Learning was to enable computers to have minds of their own and learn to make…Jun 19, 2020Jun 19, 2020
Gaurav ThapainAnalytics VidhyaCOVID-19 in India: A Data StudyThe ongoing COVID-19 pandemic caused by the SARS-CoV-2 has already infected about 5.2 million people and caused around 340k deaths…May 23, 2020May 23, 2020
Gaurav ThapainAnalytics VidhyaBagging v Boosting : The H2O PackageBefore we dive deep into the complexities of Bagging and Boosting, we need to question the need of such complicated processes. Earlier…Mar 30, 2020Mar 30, 2020
Gaurav ThapainAnalytics VidhyaA Comparison of Some Basic ML Algorithms by Using Red Wine Quality Data.Using R programming to create kNN, Decision Tree and Random Forest models in order to classify if a red wine is of ‘Good’ or ‘Bad’ quality.Mar 3, 2020Mar 3, 2020