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Mastering spaCy/

...

Training the spaCy Text Classifier

Let's learn about the details of spaCy's text classifier component.

We'll cover the following...

Getting to know the TextCategorizer class
Formatting training data for the TextCategorizer
Defining the training loop
Testing the new component
Training TextCategorizer for multilabel classification

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Getting Started

Core Operations with spaCy

Linguistic Features

Rule-Based Matchmaking

Working with Word Vectors and Semantic Similarity

Putting Everything Together: Semantic Parsing with spaCy

Assessment: spaCy Features

Auto-Tagging System for Content Categorization

Customizing spaCy Models

Text Classification with spaCy

spaCy and Transformers

Putting Everything Together: Designing a Chatbot with spaCy

Appendix

Conclusion

Assessment - Machine Learning with spaCy

Training the spaCy Text Classifier