What if postings on a job site could be automatically labeled with proper categories (e.g. sales, marketing, technical etc) with no human intervention?

I worked on one such project a while ago and developed advanced machine learning models in Python that implemented the above mentioned concept with super-high accuracy and just thought to share with you all.

If you are seeking to learn more about practical applications of data science/machine learning (and specifically text mining), this tutorial, which walks you through the complete life-cycle of a full blown data science project, can be of great value for you!

This concept can be extrapolated to mine text data in different contexts e.g. customer complaints, comments, CRM logs, classifying emails as HAM/SPAM, social network analysis, aggregation websites (e.g. automatically labeling articles with defined categories e.g. sports, technology), automatic tagging to name a few.

Read the complete article along with documented code on my official blog

If you are interested to know more and have queries, send me a message and I would love to get in touch.