## Lesson type

Lesson title:

The probability of a hypothesis, given data.

Difficulty level: Beginner
Duration: : 7:57
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Why math is useful in data science.

Difficulty level: Beginner
Duration: : 1:35
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Why statistics are useful for data science.

Difficulty level: Beginner
Duration: : 4:01
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Statistics is exploring data.

Difficulty level: Beginner
Duration: : 2:23
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Graphical data exploration

Difficulty level: Beginner
Duration: : 8:01
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Numerical data exploration

Difficulty level: Beginner
Duration: : 5:05
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Simple description of statistical data.

Difficulty level: Beginner
Duration: : 10:16
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Basics of hypothesis testing.

Difficulty level: Beginner
Duration: : 06:04
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science

In this lecture, the speaker demonstrates Neurokernel's module interfacing feature by using it to integrate independently developed models of olfactory and vision LPUs based upon experimentally obtained connectivity information.

Difficulty level: Intermediate
Duration: : 29:56
Speaker: : Aurel A. Lazar
Course Name: : Open collaboration in computational neuroscience
Lesson title:

This lecture covers an introduction to connectomics, and image processing tools for the study of connectomics.

Difficulty level: Beginner
Duration: : 1:23:03
Course Name: : INCF Short course: Introduction to neuroinformatics
Lesson title:

This lecture covers acquisition techniques, the physics of MRI, diffusion imaging, prediction using fMRI.

Difficulty level: Beginner
Duration: : 1:40:21
Course Name: : INCF Short course: Introduction to neuroinformatics
Lesson title:

This lecture will provide an overview of neuroimaging techniques and their clinical applications.

Difficulty level: Beginner
Duration: : 45:29
Speaker: : Dafna Ben Bashat
Course Name: : Brain medicine for non-specialists
Lesson title:

Optical imaging offers a look inside the working brain. This lecture takes a look at orientation and ocular dominance columns in the visual cortex, and shows how they can be viewed with calcium imaging.

Difficulty level: Beginner
Duration: : 26:17
Speaker: : Clay Reid
Course Name: : Coding and Vision 101
Lesson title:

Functional imaging has led to the discovery of a plethora of visual cortical regions. This lecture introduces functional imaging techniques and their teachings about the visual cortex.

Difficulty level: Beginner
Duration: : 1:07:03
Speaker: : Clay Reid
Course Name: : Coding and Vision 101
Lesson title:

Investigating the structure of synapses with electron microscopy.

Difficulty level: Beginner
Duration: : 28:23
Speaker: : Carl Petersen
Course Name: : Cellular Mechanisms of Brain Function
Lesson title:

Introductory presentation on how data science can help with scientific reproducibility.

Difficulty level: Beginner
Duration: :
Speaker: : Michel Dumontier
Course Name: : Data science and reproducibility

Introduction to the course Cellular Mechanisms of Brain Function.

Difficulty level: Beginner
Duration: : 12:20
Speaker: : Carl Petersen
Course Name: : Biophysical models

Introduction to the course Cellular Mechanisms of Brain Function.

Difficulty level: Beginner
Duration: : 12:20
Speaker: : Carl Petersen
Course Name: : Cellular Mechanisms of Brain Function
Lesson title:

Ion channels and the movement of ions across the cell membrane.

Difficulty level: Beginner
Duration: : 25:51
Speaker: : Carl Petersen
Course Name: : Cellular Mechanisms of Brain Function
Lesson title:

Action potential initiation and propagation.

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