Mastering Logistic Regression

From theory to implementation in Python

Dr. Roi Yehoshua
Towards Data Science
17 min readMay 20, 2023

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Image by Gerd Altmann from Pixabay

Logistic regression is one of the most common machine learning algorithms. It can be used to predict the probability of an event occurring, such as whether an incoming email is spam or not, or whether a tumor is malignant or not, based on a given labeled data set.

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Teaching Professor for Data Science and ML at Northeastern University | Top Writer in AI | 200K+ Views on Medium | https://www.linkedin.com/in/roi-yehoshua/