Hi ya! There are some example jupyter notebooks that I used to explain the basics of linear regression, logistic regression, feed-forward neural networks and CNNs in my thesis. Please feel free to have a play and email me if you have any question:)
My contact: hongming.tang@manchester.ac.uk