Logistic regression: How to Build a cat classifier from scratch!

How to apply Logistic regression with a neural network mindset for image classification?

Unsplash: cat image free to use

Image classification has become one of the key pilot use-cases for demonstrating machine learning. Nowadays, there is plenty of open source frameworks that can easily train a powerful algorithm to model a large image dataset, such as Keras, Pytorch, Tensorflow…