Prepare

Due: May 01, 2025

Learning objectives

• Introduce supervised text classification
• Implement a {tidymodels} workflow using text features

Preparations

📖 Read

• Supervised Machine Learning for Text Analysis in R: Chp 7 - Classification
  • I highly recommend this book for anyone interested in machine learning using text features. The first section provides a thorough overview of structuring language and text data for machine learning applications. The second section details how to apply conventional machine learning methods to text data using the {tidymodels} framework. The third section extends these applications to deep learning models using Tensorflow and Keras.
• Do not throw away your shot: Text mining and Hamilton