Supreet Deshpande's repositories
Text-Mining-using-Python-NLTK
Analyzing song lyrics over decades and visuzlizing how sentiments changed over time
Banking-Insurance-Product-Phase-3
The department of Customer Services and New Products at Commercial Banking Corporation is seeking to predict which customers will buy a variable rate annuity product. In this phase of the process, we conducted variable analysis and modeling methodology. We were able to identify key attributes of potential customers and improve the ability of Commercial Banking Corporation to reach these customers. In particular, key customer attributes that indicate a higher likelihood of purchasing the variable rate annuity include: • Higher balance in a certificate of deposit account • Accounts in branches 14 or 15 • Higher number of checks written Finally, our model can help Commercial Banking Corporation achieve a better return on marketing to potential customers. If Commercial Banking Corporation targeted the top 10% of customers determined by our model, we would expect twice as many purchases as compared to targeting a random sample of 10%.
Holt-Winters-model-for-Time-Series-Analysis
PARTICULATE MATTER 2.5 FORECAST
Gene-Expression-Data---PCA
Identify potentially mislabeled samples using PCA on data with 5000 gene expressions for Leukemia
Banking-Insurance-Product---Phase-1
The department of Customer Services and New Products at Commercial Banking Corporation is seeking to predict which customers would buy a variable rate annuity product. In this phase of the process, we began variable selection and model building. To proceed, we first needed to tackle the concerns of missing variables and linear separation. To correct the four variables with missing observations, we created a missing category, accounting for each missing value. In the case of the two quasi-separation concerns, we condensed the variable categories to ensure the existence of the maximum likelihood estimates.
IAA-2019
Class of 2016 > 2019
Lending-Club-Analysis
Loan performance analysis for Lending Club Corporation
doctor-fees-prediction
Predict a doctor's consultation fee