AI-Accelerated Product Development
Named Entity Recognition using Neural Networks
Total time needed:
Understand how we can extract information from text such Named Entities (locations, organizations, people names, etc) using Neural Networks
Potential Use Cases
Textual Analysis, Information Extraction,
Who is This For ?
NLP Enthusiasts, Engineers / Developers interested in textual analysis
Click on each of the following
to see details.
1. What is NER
What is Named Entity Recognition?
2. Simple Example using spaCy
Quick example - How to use NER out of the box?
3. Another library for NER
How to use Flair for NER?
4. NER using Bi-directional Neural Network (Keras)
How to train your own Neural Network for NER?
5. Another implementation example
How do I train my own NER(Another Example)?
6. TimeDistributed Layer
What is and how to use TimeDistributed Layer?