neeta18's repositories
-Used-Car-Price-Prediction
Data Munging, Statistical Analysis and Machine learning Modeling to predict the used cars' price.(Predicted the price of used cars using Random Forest Regression and achieved r-square of 79% and MAPE of 18%)
BIKE-RENT-COUNT
Created a Regression model to predict count of bikes for a bike rental company data using Linear Regression, Random Forest and Decision Tree and finalized on Random Forest with MAPE of 13% and r-square of 85%
CAB-FARE-PRED
Created a Regression model to predict the cab fare amount for a startup company using machine learning models like Linear Regression,Random Forest ,Decision Tree etc and also improved the accuracy with XGBoost method and finalized on XGBoost model with MAPE of 23% and r-square of 57%
Data-Munging
Data Munging with the given Ad data set
Sentiment-Analysis
Identified the sentiments of TripAdvisor reviews of a hotel
Spatial_Clustering
Identify Commercial Centers using Points of Interest (POI) data
Statistical-Analysis
Statistical Analysis of given Ad dataset