A collection of notes/courses covering linear algebra, calculus, leading to AI

This open course bridges GIS and data science with practical labs in R and Python.

Topics span vector and raster data, spatial weights, ESDA, clustering, and networks.

Aalto’s BDA course puts the full Gelman et al. workflow online, from priors and posteriors to Stan, hierarchical models, and cross-validation.

Lectures, assignments, and code are all open. This is a real course.

Georgia Tech’s Online Master of Science in Computer Science (OMSCS) program made the course content for many of its courses publicly available through Ed Lessons.

Course content typically includes things such as lecture videos and exercises; it does not include things like homeworks, projects quizzes, exams, or other graded assignments.

The Deep Learning Course (DLC) website provides comprehensive lecture notes, slides, and supplementary materials for a university-level course focused on the fundamentals and applications of deep learning.

Language Transfer is a non-profit initiative that offers completely free, comprehensive audio language courses based on “The Thinking Method,” which encourages learners to leverage prior knowledge and actively understand a language’s structure rather than rote memorization.

Advanced pattern matching techniques and best practices in 10 minutes

Interactive learning experience that teaches how to build animations on the web.

Video series on creating generative designs with p5.js by Matthew Epler.

A comprehensive interactive guide for exploring and learning about the theory, science, and perception of color and contrast.

Learn more about Inkscape, an open source vector graphics editor, in this free, community-created beginners’ guide.

Free learning resource dedicated to the basics of digital painting.

Take your first steps with LaTeX, a document preparation system designed to produce high-quality typeset output.

A course by Andrej Karpathy on building neural networks, from scratch, in code.

This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation.

Gracie Terzian teaches: Two octave major scales,Figuring out chords and melody by ear,Diatonic Chords of Major keys,Chord inversions,Playing in 4/4 time and 3/4 time,Alberti bass, metronome, Correct fingering, Arpeggios, relative minor, sustain pedal, grooves, fake books

Basic music theory lessons without the complicated jargon and confusing notation. Learn to make your own music, chord progressions, and melodies with our interactive mini-lessons.