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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
Lesson title:

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
Lesson title:

Introduction to the course Cellular Mechanisms of Brain Function.

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

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