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.
