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Description: In this step-by-step tutorial, you'll get started with logistic regression in Python. Classification is one of the most important areas of machine learning, and logistic regression is one of its basic methods. You'll learn how to create, evaluate, and apply a model to make predictions.

Open Graph Description: In this step-by-step tutorial, you'll get started with logistic regression in Python. Classification is one of the most important areas of machine learning, and logistic regression is one of its basic methods. You'll learn how to create, evaluate, and apply a model to make predictions.

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What Is Classification?https://realpython.com/logistic-regression-python/#what-is-classification
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Logistic Regression Overviewhttps://realpython.com/logistic-regression-python/#logistic-regression-overview
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Problem Formulationhttps://realpython.com/logistic-regression-python/#problem-formulation
Methodologyhttps://realpython.com/logistic-regression-python/#methodology
Classification Performancehttps://realpython.com/logistic-regression-python/#classification-performance
Single-Variate Logistic Regressionhttps://realpython.com/logistic-regression-python/#single-variate-logistic-regression
Multi-Variate Logistic Regressionhttps://realpython.com/logistic-regression-python/#multi-variate-logistic-regression
Regularizationhttps://realpython.com/logistic-regression-python/#regularization
Logistic Regression in Pythonhttps://realpython.com/logistic-regression-python/#logistic-regression-in-python
Logistic Regression Python Packageshttps://realpython.com/logistic-regression-python/#logistic-regression-python-packages
Logistic Regression in Python With scikit-learn: Example 1https://realpython.com/logistic-regression-python/#logistic-regression-in-python-with-scikit-learn-example-1
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Logistic Regression in Python: Handwriting Recognitionhttps://realpython.com/logistic-regression-python/#logistic-regression-in-python-handwriting-recognition
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Logistic Regression Overviewhttps://realpython.com/logistic-regression-python/#logistic-regression-overview
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Logistic Regression in Pythonhttps://realpython.com/logistic-regression-python/#logistic-regression-in-python
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