Using AI to process, classify and filter text?

First off: I am a noob, only work with HTML and CSS, but have a little bit of understanding of how programming and the web works.

So I am interestig on how one would process html / text nowadays to classifiy it by certain standards. Let's say for example I would want to filter a number out of a block of text, but if there are multiple numbers, I want to prefer the number that has a certain word in it's radius and so on.

I know that this can be done with regex (regular expressions), but wonder how hard it is to build such a classification service using ML/AI services available today.

Anybody have some poiners on where to start looking / learning or can maybe sketch out the process roughly?

ghostmonkey•7/26/23, 2:16 PM

my recommendations would be to join the hugging face community. They have a discord and a lot of tutorials for setting up LLMs

ghostmonkey•7/26/23, 2:16 PM

and if you are really serious about learning it, then there is a course offered by fastai that is free and comprehensive

ghostmonkey•7/26/23, 2:17 PM

and you will need to start learning python as that is the language of choice in machine learning circles

fTxUserOP•7/26/23, 2:25 PM

thanks I'll join that Discord

ghostmonkey•7/26/23, 2:28 PM

https://course.fast.ai/

Practical Deep Learning for Coders - Practical Deep Learning

A free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems.

ghostmonkey•7/26/23, 2:28 PM

also this is the link to the course if you want to take it, gl! I'm finding myself more and more drawn to the ML sphere myself, been putting a lot into it lately