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Information Extraction from NLP

Sarveshwaran Rajagopal, Data Science Specialist | 02 Jun 2023
OdinTalks>Data Science Bootcamp >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. 

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