Building Endangered Language Technology

Learn practical skills for building low-resource language technology.

Intro: Start Here!
Get set up with the Google Colab environment that you'll need for all the lessons.

Skills

Valuable techniques for working with Python, regular expressions, and other tools that you'll need. If you have a strong coding background, you can skip right to the projects below.

Introduction to Python Data Types Logical Structures Working with Lists Working with Text Reading and Writing Files Building Apps with Gradio Using Regular Expressions to Search Text Machine Learning in Python

Projects

Put your skills together to build real language technology, from spellcheckers to predictive text.

Spellchecker Predictive Text, Part I: N-Grams Word Games Predictive Text, Part II: Neural Language Models Automatic Inflection Putting Your App on a Phone