Project 2 : Mystery friend

This project was realized within Codecademy's course Apply Natural Language Processing with Python. The code is available both as a Jupyther Notebook and as a Python script for better accessibility and clarity.

Key notions

• Language Quantification
• Bag-of-Words Language Model
• scikit-learn
• Naive Bayes

Project overview

• Identify the sender of an anonymous postcard by analyzing writing similarities with known samples from three potential friends.
• Build a classification model using scikit-learn's bag-of-words and Naive Bayes classifier.