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nltk-python

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Built a deep learning-based model to recommend movies based on user sentiment. Extracted data using Twitter API, preprocessed data using NLTK, and built machine learning models using Support Vector Machine (SVM) and Long Short-Term Memory (LSTM) classification methods. Deployed the model on Airflow/EC2 and stored results in Amazon S3. Achieved 70%

  • Updated May 28, 2024
  • Jupyter Notebook

The project specializes in Text Summarization using NLP's extractive approach, preserving key information for concise summaries. Customize length, handle various formats, and enjoy a user-friendly interface. Applications include content aggregation, document skimming, and data analysis. Hop in to simplify information consumption! 🚀

  • Updated May 21, 2024
  • Python

Автоматизация поиска и исследования вакансий с сайта hh.ru (Headhunter) с помощью методов Python. Классификация данных, поиск статистических параметров.

  • Updated May 21, 2024
  • Jupyter Notebook

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