Posts tagged with "logistic regression"

Linear vs Logistic Regression, all in Numpy

July 20, 2021

The two entry level machine learning algorithms , linear and logistic regression are quite easy to understand and provide a good way to practice coding the general machine learning pipeline, in their vectorized form. Namely, Prepping the dataset, eg: removing outliers, adding features(polynomial multiples of existing features), normalization, feature scaling. Implementing the learning algorithm function. [...]