Cognitive Science

Cognitive Science Courses
Prerequisites: None.
Recommended path
For the broadest introduction, go with the UCD course.
For more neuroscience-focussed material, go with the Human Brain course.
For more computational material, go with the BMM summer course.
Course
Year
Description
Difficulty Level
Resources
UCD - Intro to Cognitive Science​
2020
A broad overview of Cognitive Science through topics such as language, perception, representations and the brain.
Easy-Medium
​🗒️​
MIT - The Human Brain​
2018
An introduction to the human brain and neuroscience through cases studies, walkthroughs of experiments and a focus on perception.
Easy-Medium
​🗒️​
MIT - Brains, Minds and Machines Summer Course​
2015
A summer course that goes into many different aspects of Cognitive Science such as computation, memory, audition and child development.
Easy-Medium
🗒️
Supplementary Resources
Resource
Year
Description
Type
MIT - Intro to Neural Computation​
2018
A fascinating course on neural computation. Michale Fee articulates difficult ideas in an easily digestible manner. It’s quite an interdisciplinary course as it draws from concepts in biochemistry, CS, math, ML, physics, and neuroscience. The course definitely increased my appreciation for the complexity of neurons. And the last class is on Hopfield networks!
🎥
UChicago - Understanding The Brain: The Neurobiology of Everyday Life​
2016
A great course to learn more about neurobiology.
🎥
Neuromatch -  academy & conference​
Continuously updated
While the conference has plenty of interesting talks and (somewhat) productive debates, the academy features a long list of awesome tutorials ranging from network causality to real neurons to RL.
🎥
Neuro Transmissions - YouTube channel​
Continuously updated
An entertaining and beginner-friendly channel with many videos on basic neuroscience concepts
🎥

Core - Previous

Bayesian Statistics

Next - Core

Causal Inference

Last modified 1yr ago

Copy link

Outline

Cognitive Science Courses

Supplementary Resources