Course Materials

List of Machine Learning University Courses

A curated list of awesome university courses with free online materials for learning computer science.

AssignmentsPython

Code examples and tutorials for Stanford's TensorFlow for Deep Learning Research course (CS 20).

SyllabusJupyter Notebook

An open course on reinforcement learning with a practical focus, featuring hands-on labs and comprehensive materials for both online and on-campus students.

Practical_RLJupyter Notebook

An open course on reinforcement learning with a practical focus, featuring hands-on labs and comprehensive materials for both online and on-campus students.

Data Science SpecializationHTML

Course materials for the Johns Hopkins Data Science Specialization on Coursera.

"most important thing in data science is the question"HTML

Course materials for the Johns Hopkins Data Science Specialization on Coursera.

Neuromatch AcademyJupyter Notebook

An open-source computational neuroscience course with tutorials, exercises, and interactive materials for students and researchers.

CS 2150HTML

A comprehensive repository of course materials for a university-level data structures and program representation class.

hereHTML

A collection of downloadable materials for Stanford's CS193A Android App Development course.