Courses

So much soul in here.

• Homepage: https://inst.eecs.berkeley.edu/~cs61a/sp08/
• Videos: https://archive.org/details/ucberkeley-webcast-PL6879A8466C44A5D5

• Making reliable distributed systems in the presence of software errors
• Programming Erlang (2nd edition)

Beginner’s course by a legend. (Just read any code by him you could find, especially pytudes.)

• Youtube videos: https://www.youtube.com/playlist?list=PLAwxTw4SYaPnJVtPvZZ5zXj_wRBjH0FxX
• Also available at Udacity

Pedantic and thoughtful.

• Youtube Channel:

https://www.youtube.com/channel/UC7dEjIUwSxSNcW4PqNRQW8w

• Also available at EdX

• The Book: https://mitpress.mit.edu/sites/default/files/sicp/full-text/book/book.html
• Videos: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-001-structure-and-interpretation-of-computer-programs-spring-2005/video-lectures/

• Materials: https://courses.cs.washington.edu/courses/cse341/19sp/
• Coursera: https://www.coursera.org/learn/programming-languages

The Principles and the Basics

• Videos: https://www.youtube.com/playlist?list=PLF1Z-APd9zK7usPMx3LGMZEHrECUGodd3

Functors, Monads, etc.

• Videos: https://www.youtube.com/playlist?list=PLF1Z-APd9zK5uFc8FKr_di9bfsYv8-lbc

The basics

• Coursera: https://www.coursera.org/learn/scala-functional-programming

Theory

• Coursera: https://www.coursera.org/learn/scala-functional-program-design

• Homepage: https://lamport.azurewebsites.net/video/videos.html

• The Book: OCaml Programming: Correct + Efficient + Beautiful
• Videos: https://www.youtube.com/playlist?list=PLre5AT9JnKShBOPeuiD9b-I4XROIJhkIU

• Homepage: https://www.cl.cam.ac.uk/teaching/1718/L28/

• Videos: https://www.youtube.com/playlist?list=PLDE28CF08BD313B2A

• Videos: https://www.youtube.com/playlist?list=PLF5E22224459D23D9

• The textbook https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-spring-2015/readings/MIT6_042JS15_textbook.pdf
• Homepage Mathematics for Computer Science
• Videos: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/video-lectures/

• Coursera https://www.coursera.org/learn/machine-learning

• Lecture Notes: https://see.stanford.edu/materials/aimlcs229/cs229-notes1.pdf

• Homepage: https://see.stanford.edu/course/cs107

• Homepage: https://see.stanford.edu/course/cs106b

• Videos: https://www.youtube.com/playlist?list=PLgnQpQtFTOGR50iIOtO36nK6aNPtVq98C