/Resume-Classification

Reduce manual effort in HRM Department using NLP

Primary LanguageJupyter Notebook

Resume-Classification

  • Need: There are thousands resume are available for the one post and all resume are mixed type, so it's complicated and time comsuming for human to select particular resume for particular post. By, the help of nlp we can classifie resume easily.
  • Data Set Details: The dataset contains various types of resumes. There are four categories present.
  • Project Flow:
    • Import Datasets
    • Data Cleaning and Data Preparation
    • Exploratory Data Analysis
    • Feature Engineering
    • Model Building