Classify job titles (form 2 sources) into standard caregories using scikit -comparing 2-3 different approaches -
Bajet €30-250 EUR
Create software on AWS EC2 in python from the scratch.
This software will take data from an .xls spreadsheet and will return another xls with a new column "standardized role".
We need to extract standard company roles (i.e. HR or Operations) from 2 fields: headline and title - categorization
using python library, possibly scikit
we need to use TfidfVectorizer to find keywords from these 2 original fields
and also clustering/classification
It would be nice to compare the result from 2-3 different approaches if they all match then automatically categorize the record otherwise ask for human supervision.
28 pekerja bebas membida secara purata €173 untuk pekerjaan ini
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