‘Logit’ of Logistic Regression; Understanding the Fundamentals

At the very beginning of my journey to learn fundamentals of machine learning, I remember spending a lot of time in clearly understanding the basics of logistic regression. Hopefully this meditation will leave you with more answers and correct concepts than confusions related with logistic regression.

In this post I will attempt to cover —

• Odds and Odds ratio
• Understanding logistic regression, starting from linear regression.
• Logistic function as a…