As I am running for a role in the data science society, it is only right that I may or may not have used ChatGPT to write half this manifesto. Having attended a significant number of data science workshops and events this year with several of my peers, I have quite a few ideas as to how the activities conducted can be improved to be made more engaging and interactive. Firstly, I think the teaching medium of notebook ...