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An introduction to logistic regression for classification tasks, such as predicting whether a tumor is benign or malignant. Using a Kaggle dataset, students will explore the math behind the model, implement it from scratch in Python, and then simplify with a single line of code using Scikit-Learn. Libraries: NumPy, Matplotlib, Pandas, Scikit-Learn.
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Event Details: https://bullsconnect.usf.edu/rsvp?id=1968374

ACM, Education, Academic, Campus - St Petersburg, Campus - Sarasota-Manatee, Campus - Tampa, First Year Students, Indoors, Juniors, Non-Traditional Students, Seniors, Sophomores