Neural network for my task, where to start?

Question

Neural networks

Preamble:
There is a desire to get acquainted with such a concept as "Neural networks", there is a lot of information on the Internet, but most of it is abstract and after 30 minutes of reading, it starts to fall asleep :), so I decided to study for myself with the help of the task
The task itself:
With the help of neural networks from the name to highlight the characteristics and properties of the product:
for example, there is a full name "Flange Ru25 GOST 12820-80 st20 du200 (L)" from it you need to get
what it is Flange, diameter DN 200 Pressure Ru 25 is made according to GOST 12820-80
Question itself:

1. It would be desirable to understand in general the task set by me is suitable for neural networks?
   
2. If so, how to approach its solution (links to information are welcome)?
   
3. If not, how then to set the task?
   

Answer 1

I am not a welder at all, but as far as I understand, neurons are suitable for tasks where it is necessary to select clusters (and not groups known in advance).
Your task is not suitable. Neurons usually respond with something like "80% yes." But I'm not a welder

Answer 2

This is called "string parsing". Neural networks are not needed here at all. The simplest parsing methods are the usual search for the necessary data in the string and regular expressions.

Answer 3

If you want to practice machine learning, take a look at https://www.kaggle.com/

Answer 4

Try the NLTK data processing package as an option.
And neural networks should not be stuffed where they are not needed in principle ...

Answer 5

fuzzy search