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Neural-Network-Deep-Learning
Neural-Network-Deep-Learning PublicFeed-forward neural network trained incrementally on large-scale e-commerce pricing data to predict order quantity demand. Designed for datasets too large to fit into memory, the system processes d…
Python
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Tuning-Deep-Neural-Networks-on-E-Commerce-Data
Tuning-Deep-Neural-Networks-on-E-Commerce-Data PublicExperimented with 16+ deep neural network configurations in TensorFlow on e-commerce demand data to compare tuning sensitivity, performance, and runtime tradeoffs. Best model: 2-layer (128->64), Re…
Python
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Sales-Data-Pipeline-Dashboard
Sales-Data-Pipeline-Dashboard PublicFully automated, end-to-end data pipeline that continuously ingests external sales data, stores it in a production-ready PostgreSQL database, serves via a Flask API, and visualizes business perform…
Python
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National-Disaster-Risk-NRI
National-Disaster-Risk-NRI PublicHurricane risk analytics project for two graduate MSBA courses at the University of Tennessee, Knoxville. Built on FEMA's National Risk Index, covering exploratory analysis, non-parametric testing,…
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