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1. ai-industry-impact-nlp-adsp32018 ai-industry-impact-nlp-adsp32018 Public

   UChicago ADSP 32018 — NLP pipeline analyzing AI's impact on industries from 200K tech news articles: topic modeling, entity extraction, and sentiment analysis

   Jupyter Notebook

2. nyc-yellow-taxi-analytics-adsp31013 nyc-yellow-taxi-analytics-adsp31013 Public

   UChicago ADSP 31013 — NYC Yellow Taxi Big Data Analytics: weather enrichment, EDA, fare prediction, and tip classification

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3. nutrition5k-calorie-estimation-adsp31018 nutrition5k-calorie-estimation-adsp31018 Public

   UChicago ADSP 31018 — Nutrition5k: vision-based food calorie & macronutrient estimation — faithful CVPR 2021 reproduction + DPF-Nutrition, an applied RGB/RGB-D baseline with a live Gradio demo, and…

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4. f1-pit-stop-prediction-adsp32021 f1-pit-stop-prediction-adsp32021 Public

   Forked from EdwardHuang777/F1-Pit-Stop-Prediction

   UChicago ADSP 32021 — F1 Pit-Stop Prediction: full MLOps loop predicting next-lap pit stops — FLAML AutoML + MLflow, Airflow/DVC pipeline, FastAPI + React dashboard, and Evidently drift monitoring

   Jupyter Notebook

5. breast-cancer-diagnosis-sta141b breast-cancer-diagnosis-sta141b Public

   UC Davis STA 141B — Breast cancer diagnosis on the Wisconsin (Diagnostic) dataset: EDA, PCA dimensionality reduction, and classification with logistic regression, KNN, SVM, and a neural network

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6. warhol-color-analysis-sta160 warhol-color-analysis-sta160 Public

   UC Davis STA 160 — Statistical color analysis of Andy Warhol's Marilyn Monroe prints using image processing, K-Means, and HSV manipulation

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