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Named Entity Recognition with Apache OpenNLP

Overview

Skills Needed

Learn to identify named entities in text data with Apache OpenNLP. Explore model training, evaluation, and more. Enroll now!

  • Basic knowledge of Apache OpenNLP
  • Familiarity with named entities

Outline

  • Introduction to Named Entity Recognition (NER)
  • Preparing Data for NER
  • Building NER Models
  • Feature Engineering for NER
  • Training and Tuning NER Models
  • Evaluating NER Performance
  • Handling Ambiguous Entities
  • Deploying NER Models
  • Real-world Applications of NER
  • Best Practices for NER with Apache OpenNLP

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