Information Extraction from NLP

About the speaker

Sarveshwaran Rajagopal is a certified Data Scientist from IIT Stuart School of Business, Great Lakes Institute of Management, and Bits Pilani. He specializes in using data-driven strategies and advanced analytics to help businesses grow.  With expertise in Data Science, Business Intelligence, Business Analytics, Computer Vision, NLP, and Team Management, he has helped mentor 840+ learners with an overall 1065+ mentoring hours to working professionals in the areas of Machine Learning and Deep Learning. Sarveshwaran is currently working as a Data Science Specialist at LTIMindtree. 

Synopsis

Points covered:

• What is Information Extraction?

• How can we extract the entitles?

• Use case of Information extraction - Resume Shortlisting

• Tools and Libraries used for extracting in the use case

• Understanding text

• Information Extraction Pipeline

• Models for Information Extraction

  • Rule-based models

  • Probabilistic models

• Model Evaluation

• Proposed solution

• Training Data

Watch the full video to know Information Extraction with NLP on the use case of Resume shortlisting.