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1. movie-box-office-forecaster movie-box-office-forecaster Public

   Machine learning model for predicting first-week box office revenue using boosting algorithms and engineered movie metadata.

   Jupyter Notebook

2. lead-evaluator lead-evaluator Public

   Machine learning lead scoring system that classifies sales inquiries into Hot, Warm, Cold, Save for Later, or Reject using CatBoost and business-driven features.

   Jupyter Notebook

3. introduction-to-naive-bayes-classifiers introduction-to-naive-bayes-classifiers Public

   Spam classification project comparing Multinomial, Bernoulli, and Gaussian Naive Bayes models on the UCI SMS Spam dataset.

   Jupyter Notebook

4. naive-bayes-classifiers-vs-neural-network-models-for-spam-detection naive-bayes-classifiers-vs-neural-network-models-for-spam-detection Public

   Comparison of Naive Bayes and deep learning models (CNN, LSTM, GRU) for SMS spam detection using the UCI SMS Spam dataset.

   Jupyter Notebook