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News Classification

This repository has been adapted from Mayank-Bhatia check it out!

The purpose of the project is to build a model that is able to classify news headline. In this project we will cover:

  • Analytics

    • Data Wrangling
    • Data Visualization
  • Machine learning:

    • Introduction to Natural language processing
    • Feature engineering
    • Buiding a model
    • Hyper-parametrization
    • Serving the model though a API
  • The data used was aquired from the UCI ML Repository:

Dataset

Word Cloud Visualization of news headline categories:

Health

Watch the video