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resume-classification

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shanuhalli / Project-Resume-Classification

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The document classification solution should significantly reduce the manual human effort in the HRM. It should achieve a higher level of accuracy and automation with minimal human intervention.

text-mining corpus regular-expression word-cloud spacy nltk classification ner textract stemming word-clouds count-vectorizer tf-idf-vectorizer part-of-speech-tagging lemmitization count-vectoriation resume-classification
  • Updated Mar 29, 2023
  • Jupyter Notebook

adarshpheonix2810 / Resume-Screening

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This project is designed to classify resumes into different job categories based on their content. Users can upload resumes in PDF, DOCX, or TXT format, and the application will predict the category using a pre-trained machine learning model. It aims to enhance the job application process for candidates and recruiters alike.

python data-science machine-learning natural-language-processing scikit-learn streamlit resume-classification
  • Updated Mar 17, 2025
  • Jupyter Notebook

ShubhamMore4 / Project-Resume_Classification

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Resume classification is the task that automatically categorizes resumes or CVs into predefined domain categories or classes based on their content. This task is essential for the job recruitment process, particularly when organizations receive a large number of applications for various positions.

text-mining corpus word-cloud spacy nltk classification regular-expressions textract stemming word-clouds lemmitization count-vectoriation resume-classification
  • Updated May 21, 2023
  • Jupyter Notebook

abinashsahoo007 / Project-Resume-Classification

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The document classification solution should significantly reduce the manual human effort in the HRM. It should achieve a higher level of accuracy and automation with minimal human intervention.

machine-learning text-mining corpus spacy wordcloud nltk textract tokenization stemming count-vectorizer label-encoding text-preprocessing tfidf-vectorizer part-of-speech-tagging lemmitization resume-classification
  • Updated Jul 3, 2024
  • Jupyter Notebook

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