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.
A basic introduction to clinical presentation of schizophrenia, its etiology, and current treatment options.
Ion channels and the movement of ions across the cell membrane.
Action potentials, and biophysics of voltage-gated ion channels.
Voltage-gating kinetics of sodium and potassium channels.
The ionic basis of the action potential, including the Hodgkin Huxley model.
Action potential initiation and propagation.
Long-range inhibitory connections in the brain, with examples from three different systems.
2nd part of the lecture. Introduction to cell receptors and signalling cascades
GABAergic interneurons and local inhibition on the circuit level.
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.
A short reel on who we are, what we're doing and why we're doing it