Ecosyste.ms: Awesome
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Projects in Awesome Lists by myahninsi
A curated list of projects in awesome lists by myahninsi .
https://github.com/myahninsi/housing-price-prediction-ml
Final project for Big Data Visualization for Business Communications 01 (DSMM Group 1). Analyzes housing data, identifies key price factors, and builds predictive models using machine learning. Includes Power BI dashboards for interactive visualizations and Flask for deployment.
elastic-net lasso-regression linear-regression matplotlib numpy pandas ridge-regression scikit-learn seaborn
Last synced: 30 Dec 2024
https://github.com/myahninsi/customer-segmentation-recommendation-ml
This project addressed challenges in understanding customer behavior and personalizing shopping experiences for an e-commerce platform. Developed ML solutions including K-Means clustering for segmentation, Random Forest regression for CLV prediction, and collaborative filtering for product recommendations.
collaborative-filtering k-means-clustering pandas python random-forest scikit-learn
Last synced: 30 Dec 2024