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Introduction to software engineering for non-ICT specialists
Course:
Introduction to information and communications technology (ICT) for non-specialists

Lecture on the most important concepts in software engineering

Difficulty level: Beginner
Duration: 32:59
Speaker: : Jeff Muller
Welcome and introduction to the INCF short course
Course:
INCF Short course: Introduction to neuroinformatics

This lecture covers an introduction to neuroinformatics and its subfields, the content of the short course and future neuroinformatics applications.

Difficulty level: Beginner
Duration: 34:27
Speaker: : Marja-Leena Linne
Mathematics for data science practitioners
Course:
Foundations of Data Science

Introduction to the Mathematics chapter of Datalabcc's "Foundations in Data Science" series.

Difficulty level: Beginner
Duration: 2:53
Speaker: : Barton Poulson
Elementary Algebra
Course:
Foundations of Data Science

Primer on elementary algebra

Difficulty level: Beginner
Duration: 3:03
Speaker: : Barton Poulson
Linear Algebra
Course:
Foundations of Data Science

Primer on linear algebra

Difficulty level: Beginner
Duration: 5:38
Speaker: : Barton Poulson
Systems of linear equations
Course:
Foundations of Data Science

Primer on systems of linear equations

Difficulty level: Beginner
Duration: 5:24
Speaker: : Barton Poulson
Calculus
Course:
Foundations of Data Science

Primer on calculus

Difficulty level: Beginner
Duration: 4:17
Speaker: : Barton Poulson
Calculus and optimization
Course:
Foundations of Data Science

How calculus relates to optimization

Difficulty level: Beginner
Duration: 8:43
Speaker: : Barton Poulson
Mathematics: Big O
Course:
Foundations of Data Science

Big O notation

Difficulty level: Beginner
Duration: 5:19
Speaker: : Barton Poulson
Probability
Course:
Foundations of Data Science

Basics of probability.

Difficulty level: Beginner
Duration: 7:33
Speaker: : Barton Poulson
The action potential
Course:
Computational neuroscience: the basics

The ionic basis of the action potential, including the Hodgkin Huxley model. 

Difficulty level: Beginner
Duration: 28:29
Speaker: : Carl Petersen
Introduction to Cellular Mechanisms of Brain Function
Course:
Biophysical models

Introduction to the course Cellular Mechanisms of Brain Function.

Difficulty level: Beginner
Duration: 12:20
Speaker: : Carl Petersen
The action potential
Course:
Introduction to computational neuroscience

The ionic basis of the action potential, including the Hodgkin Huxley model. 

Difficulty level: Beginner
Duration: 28:29
Speaker: : Carl Petersen
Introduction to Cellular Mechanisms of Brain Function
Course:
Cellular Mechanisms of Brain Function

Introduction to the course Cellular Mechanisms of Brain Function.

Difficulty level: Beginner
Duration: 12:20
Speaker: : Carl Petersen
The cell membrane
Course:
Cellular Mechanisms of Brain Function

The composition of the cell membrane.

Difficulty level: Beginner
Duration: 14:46
Speaker: : Carl Petersen
Cable properties
Course:
Cellular Mechanisms of Brain Function

Spatiotemporal dynamics of the membrane potential.

Difficulty level: Beginner
Duration: 19:14
Speaker: : Carl Petersen
Whole-cell recordings
Course:
Cellular Mechanisms of Brain Function

Action potential initiation and propagation.

Difficulty level: Beginner
Duration: 09:13
Speaker: : Carl Petersen
Synaptic transmission
Course:
Cellular Mechanisms of Brain Function

Synaptic transmission and neurotransmitters

Difficulty level: Beginner
Duration: 28:22
Speaker: : Carl Petersen
Neurotransmitter release
Course:
Cellular Mechanisms of Brain Function

Neurotransmitter release in the presynaptic specialization.

Difficulty level: Beginner
Duration: 21:36
Speaker: : Carl Petersen
Presynaptic dynamics
Course:
Cellular Mechanisms of Brain Function

Presynaptic short-term dynamics and plasticity.

Difficulty level: Beginner
Duration: 20:26
Speaker: : Carl Petersen

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