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spacy-nlp

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An overview of the possibilities offered by artificial intelligence (AI) to serve as a technical basis for a digital product offering: from understanding, personalization, design of machine learning models and its deployment through an API built with FastAPI into the Cloud

  • Updated Jul 8, 2024
  • Python

This project was developed for a Kaggle competition focused on detecting Personally Identifiable Information (PII) in student writing. The primary objective was to build a robust model capable of identifying PII with high recall. The DeBERTa v3 transformer model was chosen for this task after comparing its performance with other transformer models.

  • Updated Jun 28, 2024
  • Jupyter Notebook

As you read through sturdy German texts, Textile enhances your learning experience by providing real-time assistance. It intelligently showcases grammar cases, explains word meanings, and offers insights into language rules. The extracted vocabulary becomes the foundation for personalized Anki flashcards, enabling you to reinforce your memory.

  • Updated Jun 18, 2024
  • Python

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