This is the Logistic Regression from Scratch project I made myself.
In this project, we will take a look at the logistic regression algorithm and build a custom binary classifier. The main idea of the project is to implement gradient descent for two different cost functions, devise a method to predict the probability that a given sample belongs to a certain class, and analyze training errors. And last but not least — put your models to the test on a real dataset.
Learn more at https://hyperskill.org/projects/219
Here's the link to the project: https://hyperskill.org/projects/219
Check out my profile: https://hyperskill.org/profile/612592453