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adabyt / logistic_regression_tutorial

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Implement logistic regression using Python and scikit-learn to classify malignant vs. benign tumours from the Breast Cancer Wisconsin (Diagnostic) dataset

python data-science machine-learning numpy scikit-learn pandas supervised-learning logistic-regression beginner-friendly odds-ratio binary-classification sigmoid-function cancer-prediction medical-ai log-odds healthcare-ml z-score-normalization clinical-data-analysis educational-repository
  • Updated Sep 30, 2025
  • Python

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