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

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.

Everybody writes chords progressions, but not many folks seem to do this anymore. Today we’ll take a look at a different approach to harmony that’s time-test…

FreeCAD for Complete Beginners Course - https://cadcamlessons.com/freecad-online-courseIn this video, I’ll tell you about a few things that make beginners gi…

These 13 free AI courses, from OpenAI and DeepLearning, range from beginner to intermediate, and did we mention they’re free?

CS 6120 is a PhD-level Cornell CS course by Adrian Sampson on programming language implementation. It covers universal compilers topics like intermediate representations, data flow, and “classic” optimizations as well as more research-flavored topics such as parallelization, just-in-time compilation, and garbage collection. The work consists of reading papers and open-source hacking tasks, which use LLVM and an educational IR invented just for this class.

This collection of tutorials shows you how to develop web content that is accessible to people with disabilities, and that provides a better user experience for everyone.