I recently started working through python tutorials in videos, books, and blogs on statistics and machine learning. As a front end developer who has over the la

I recently started working through python tutorials in videos, books, and blogs on statistics and machine learning. As a front end developer who has over the last several years started to adhere to using immutable objects and functional programming in JavaScript and subsequently TypeScript, which doesn't matter as much from my point of view. All the bugs that arise in the python tutorials from data mutation and side effects in class methods (looking at you inplace=True in Pandas) is what disturbs me the most about my first exposure to Python. I really hope to start seeing some immutable architecture and structuring in Python more than type checking, as my first impression.