Binary sentiment classifier built on the IMDB Movie Reviews dataset. Ships with a trained Logistic Regression, Naive Bayes, and Linear SVM — plus a Streamlit web app, a FastAPI backend, and a Jupyter ...
As part of my journey in Machine Learning and Cybersecurity, I developed a simple SMS Spam Detection project using Python and Scikit-learn. 📌 Project Highlights: SMS text classification (Spam vs Ham) ...
The digital revolution and the resulting datafication of society have changed empirical social science research fundamentally. Enormous amounts of data can now be easily stored, managed and analyzed.
After testing 12 machine learning models, I found one clear winner: Multinomial Naive Bayes + TF-IDF 📈 97%+ accuracy 🎯 100% precision on spam detection But this project wasn’t just about building a ...
Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills ...
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