Introduction to the Mathematics chapter of Datalabcc's "Foundations in Data Science" series.
Primer on elementary algebra
Primer on linear algebra
Primer on systems of linear equations
Primer on calculus
How calculus relates to optimization
Big O notation
Basics of probability.
Introduction to the course Cellular Mechanisms of Brain Function.
Ion channels and the movement of ions across the cell membrane.
Action potential initiation and propagation.
Synaptic transmission and neurotransmitters
How does the brain learn? This lecture discusses the roles of development and adult plasticity in shaping functional connectivity.
The mechanisms behind changes in synaptic function created by learning.