The POI data in the vicinity of each station were collected through the Google Places API. K-means clustering method was employed to classify the bikeshare stations into five categories. Then, the ...

Abstract: A continuing mystery in understanding the empirical success of deep neural networks is their ability to achieve zero training error and generalize well ...

project for house price prediction using Classification & Regression models. Includes Docker setup for easy deployment.

Predicts ICU patient survival using clinical and demographic features with logistic regression, decision trees, LASSO, and AIC-based model selection in R. Designed for healthcare decision-making with ...

For decades, visualization was the final stop on the data journey. It was optional—"good to have" on top of data analytics. Analysts would gather numbers, then clean and process, and only at the ...