Project Based Learning

ML-For-BeginnersJupyter Notebook

A 12-week, 26-lesson curriculum teaching classic machine learning using Scikit-learn through hands-on projects and quizzes.

Data-Science-For-BeginnersJupyter Notebook

A 10-week, 20-lesson curriculum teaching data science fundamentals through project-based learning and quizzes.

The Odin Project CurriculumJavaScript

An open-source curriculum for learning full-stack web development through lessons and hands-on projects.

Dr. Randal Olson's Example Machine Learning notebookJupyter Notebook

A collection of teaching materials, code, and data for data analysis and machine learning projects with accompanying blog posts.

theodinprojectRuby

An open-source full-stack web development curriculum with free lessons and project-based learning.

Web Application with Go the Anti-TextbookGo

A free tutorial book teaching web development in Go without frameworks by building a todo list application.