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A time-series forecasting workbench that predicts product demand from monthly sales history using Holt-Winters, ARIMA/SARIMA...
A Random Forest system that predicts next-hour pollutant concentrations from CPCB/OpenAQ station feeds and converts them to A...
A Random Forest regression system that predicts crop yield in tonnes per hectare from season rainfall, average temperature, s...
A book recommender with two brains instead of one. It blends user-based collaborative filtering ("readers like you also loved...
A "what should I add to this playlist?" engine built on the Spotify Million Playlist Dataset — 1,000,000 playlists, 2M+ track...
A movie recommender that needs zero rating history — pick one liked movie and it finds similar ones by content. Each film bec...
A movie recommender that learns purely from rating patterns — no movie content needed. It factorizes the MovieLens 100K matri...
An emotion classifier that reads a sentence the way a human would — with full context. It fine-tunes bert-base-cased on the G...
This project builds a machine-learning classifier that estimates heart-disease risk from 14 clinical attributes — age, chest-...