Yes, and “management” really loves Microsoft 🫠

Oh, I get what you mean, even if we find a code-free solution, we’d still need them to at least understand the requirements on data quality. Unfortunately, not everyone understands the requirements on data quality and I am also hoping the code-free softwares can help with that.

Just for example, Power BI does a VERY basic screening on the data and indicates whether it is good for regression or classification and whether certain features should be excluded from the study (due to low relation).

Yes, I have sufficient domain knowledge to have meaningful conversations with the requesters.

Makes sense, I’m also afraid we might end up with a rubbish-in-rubbish-out situation.

Sure. I just wanted to be sure they are alright for it to be used free-of-charge, without limitations, in a commercial setting. And if we eventually need corporate-level support, I’m sure we won’t mind paying a reasonable fee.

Yes, “serious efficiency benefits” summarises what I’m looking for! Trying not to end up with the Python-guy having to do a lot of heavy lifting!

Thanks. I looked at their site and it looks interesting. I’d need to convince my IT to let me install it. May I ask what’s their pricing like (their website just says “contact us”)? Or is it generally alright to use the free version?