Database Classification
Budget: $25 – $50 USD
I have a database with 50k+ companies, would like to use ML / NLP to categorize them.
Each company has a summary description, usually 2-3 sentences. This content would be reference material for the model.
There are no labels for training data assigned to the companies, so it would have to be an unsupervised algorithm or some type of keyword weighting.
I’ve created a spreadsheet with 15 markets, within each there’s 5-20 sub-categories. Plan is to add a single market along with any relevant sub-categories for each company.
If interested, please include a brief overview of how you would approach this project. I can provide a sample of the database for your review.
thank you
Each company has a summary description, usually 2-3 sentences. This content would be reference material for the model.
There are no labels for training data assigned to the companies, so it would have to be an unsupervised algorithm or some type of keyword weighting.
I’ve created a spreadsheet with 15 markets, within each there’s 5-20 sub-categories. Plan is to add a single market along with any relevant sub-categories for each company.
If interested, please include a brief overview of how you would approach this project. I can provide a sample of the database for your review.
thank you