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1. coupons_acceptance coupons_acceptance Public

   Data analysis project investigating factors that influence drivers' decisions to accept location-based mobile coupons for restaurants, bars, and coffee houses during various driving scenarios.

   Jupyter Notebook

2. cline_project_guide cline_project_guide Public template

   A comprehensive guide for developing applications using Cline, along with a recommended tech stack including Next.js, Tailwind CSS, Supabase, Vercel, and GitHub. Special thanks to Nick Baumann's blog.

   HTML 10 2

3. analyzing_car_prices analyzing_car_prices Public

   A comprehensive data science project analyzing factors that drive used car prices to provide actionable insights for used car dealerships.

   Jupyter Notebook

4. comparing_classifiers comparing_classifiers Public

   This project applies the CRISP-DM methodology to predict whether bank clients will subscribe to a term deposit using real-world marketing data from a Portuguese bank. It compares multiple machine l…

   Jupyter Notebook 1

5. recommender-system-algorithm-comparison recommender-system-algorithm-comparison Public

   Comparison of five collaborative filtering algorithms—KNNBasic, SVD, NMF, SlopeOne, and CoClustering—using the MovieLens dataset. Evaluates accuracy and performance using 5-fold cross-validation wi…

   Jupyter Notebook

6. ccsf-student-success ccsf-student-success Public

   Analyzing the relationship between student support services and program completions at CCSF (2014–2025).

   Jupyter Notebook