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World-University-Ranking-Prediction
World-University-Ranking-Prediction PublicPerformed Exploratory Data Analysis over the data(200), found the correlation between the variables and done data imputation for missing values. We split the data using K-fold cross validation with…
R
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American-Express-Monthly-Stock-Analysis-amd-Forecasting
American-Express-Monthly-Stock-Analysis-amd-Forecasting PublicForecasted the stock prices of the company shares using real time data considering seasonality. Performed various tests of significance over the data and used ARIMA, SARIMA models to arrive at the …
R
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Interest-Prediction-for-Personal-Loans
Interest-Prediction-for-Personal-Loans PublicDesigned a model to predict personal loan interest rates based on 22 attributes like credit score, Income etc., on real time data containing 19,700 entries. Designed five models using Regression (G…
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ASL-American-Sign-Language-Recognition-
ASL-American-Sign-Language-Recognition- PublicUsed ASL Finer spelling data set which has 24000 images of 9 alphabets. Used mini batcher to load the dataset and built a 4 layered CNN model to train the machine to detect the alphabets based on i…
Python
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Solar-Installation-Optimization-in-Colorado
Solar-Installation-Optimization-in-Colorado PublicWe split the Colorado state into 8 areas depending on the geographical features, population, avg elevation and climate. Built a Linear Programming Model over OpenPV Project data managed by National…
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VBA-Application
VBA-Application PublicCreated a VBA application to analyze school data of 197 school districts in Colorado state, taken from Colorado Dept. of Education(CDE) website. Performed Exploratory Data Analysis and imputed miss…
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