Varsha N BhatinAnalytics VidhyaSong Recommendation using Machine LearningThis post is about building a simple song recommendation model using minimal user data. The following table is a preview of the dataset…Dec 9, 2019Dec 9, 2019
Varsha N BhatinAnalytics VidhyaEmail Marketing Campaign — A Machine Learning PerspectiveThis post is based on a data science project for the analysis of email marketing data as sampled below. The link to the jupyter notebook…Dec 5, 20192Dec 5, 20192
Varsha N BhatinAnalytics VidhyaPricing optimization with A/B testBroadly speaking, A/B testing is a method to compare between two datasets that are randomly assigned to a certain treatment(treatment…Dec 1, 20191Dec 1, 20191
Varsha N BhatCohort Analysis For a SuperstoreData Source: https://www.kaggle.com/jr2ngb/superstore-dataNov 24, 2019Nov 24, 2019
Varsha N BhatFunnel Analysis — E-commerce SiteA funnel tracks all users from the first point of engagement with site to the last point for taking an action. For example, in an…Nov 22, 2019Nov 22, 2019
Varsha N BhatFraud DetectionMost transactions on the internet take place through the use of credit/debit cards in order to complete a purchase. While most…Nov 21, 2019Nov 21, 2019
Varsha N BhatHomesite Quote Conversion — Using AdaBoostI recently came across a data science problem from a take-home assignment where the conversion rate of an online customer is calculated…Jul 18, 2019Jul 18, 2019
Varsha N BhatText Classification using BERTThis is my attempt at solving Jigsaw Unintended Bias in Toxicity Classification problem using BERT. The paper was published in October…Jun 29, 2019Jun 29, 2019