Category: Uncategorized
-
Comparative Analysis of Non-Parametric Prediction Methods on Retail Dataset
This project serves as the capstone for my Master’s in Data Analytics. It employs a Random Forest Regressor and a K-Nearest Neighbors (KNN) Regressor to predict customer spending based on available features in the dataset. Model performance is evaluated using Mean Absolute Error (MAE) and R-squared (R²) metrics. Additionally, an Analysis of Variance (ANOVA) is…
-
Exploratory Analysis in Python
December 28, 2023 – Western Governors University Describe a real-world organizational situation or issue. Is there a statistically significant difference between the monthly charge of customers that churn versus the monthly charge of customers that do not churn? An analysis of the churn data set will not only answer this question but can also help…