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Fake Jobs Postings Detection using NLP, Python and PySpark.

A project to get familiar with Natural Language Processing tasks using Python and PySpark libraries such as Spark-NLP, Spark-SQL and others. In this project, I've used some pretrained models to create either sentence or word embeddings which later are fed into a simple neural network, which consists from an input later, two hidden layers and an output layer.

Setup

  • Python 3.8
  • Scikit-learn
  • Spark-NLP

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Detect fake jobs postings using NLP

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