Hello Raimi Karim

I hope you are doing well. I read your article and appreciation from my side. The best thing I liked about your article is that if one knows how to calculate parameters then he or she may decrease or increase the size of model.

I had also tried to understand how to calculate weights and bias in feed forward deep neural network. If you could have some time then you may read this from below link and provide me your valuable feedback.

Counting Number of Parameters in Feed Forward Deep Neural Network | Keras

With regards

Sanpreet Singh