Information Extraction from NLP
Sarveshwaran Rajagopal, Data Science Specialist, LTIMindtree | June 02, 2023
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.
- 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.