Introduction
The solutions to most challenges in data science are best solved by experimentation and failure.
However, as we have less time to experiment, Large Language Models like ChatGPT can be extremely helpful in shepherding your data into the format that you want.
Teaching someone how to ‘data science’ is not in the scope of this document but, there are a number of solutions that are in daily use and it can be helpful to have these to hand.
Explaining Lambda functions is not within our training regime but they can be used without needing full knowledge of how they work and they execute rapid changes to large dataframes.