Madhura GangulyPitfalls of MAPE as a forecast accuracy metricDespite being a very popular metric for measuring forecast accuracy in time series forecasting, MAPE certainly has its strengths and…Nov 19, 20231Nov 19, 20231
Madhura GangulyThis is how you can analyze any dataset with the CRISP-DM frameworkExploring Airbnb Boston data with CRISP-DM frameworkAug 9, 2020Aug 9, 2020
Madhura GangulyinAnalytics VidhyaA simple guide to Bias-Variance Trade-off — Part 1The main concepts of bias-variance trade off for model building.Apr 29, 2020Apr 29, 2020
Madhura GangulyinAnalytics VidhyaPractical Pandas — Part 2This is the second article in a series on learning practical applications of Pandas library without getting overwhelmed by too many…Sep 14, 2019Sep 14, 2019
