At the end of last year, I took part in the Digital Transformation Leaders hackathon with the support of the Moscow Government. We solved the problem from the Department of Culture - a recommendation system for its services, that is, books in libraries, as well as circles and events in cultural centers. A special piquancy is that for one of these services it was necessary to recommend others. Our decision came in only second place, but making it was informative.
About hackathon
, 10 , , - . . - , . , . , - . , , . API , - , Excel, , , . , .
: ML , , . Artificial Intelligentsia. , : , - , . , . , , , . , , , , - .
, . , , , . , , . : , , , - , - , , . - , . , , , . : , , . " " , " , 1" - .
, . -, : , . -, : , " " " ", " 2" - . , , -, . ( ), .
content-based , : , , . , fasttext- . : fasttext - , word2vec, , . , . , . , , , . , , , , . , . , .
: / , , … , , , . . , , , , . , , .
- , , . , - . : , , - , , , , . . - , , .
, : ( NLP), . , collaborative filtering , . , . , , .
!