Lecture title:

Course:

This primer on optogenetics primer discusses how to manipulate neuronal populations with light at millisecond resolution and offers possible applications such as curing the blind and "playing the piano" with cortical neurons.

Difficulty level: Beginner

Duration: 59:06

Speaker: : Clay Reid

Lecture title:

Course:

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

Difficulty level: Beginner

Duration:

Speaker: : Michel Dumontier

Lecture title:

Course:

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

Difficulty level: Beginner

Duration: 2:53

Speaker: : Barton Poulson

Lecture title:

Course:

Primer on elementary algebra

Difficulty level: Beginner

Duration: 3:03

Speaker: : Barton Poulson

Lecture title:

Course:

Primer on linear algebra

Difficulty level: Beginner

Duration: 5:38

Speaker: : Barton Poulson

Lecture title:

Course:

Primer on systems of linear equations

Difficulty level: Beginner

Duration: 5:24

Speaker: : Barton Poulson

Lecture title:

Course:

Primer on calculus

Difficulty level: Beginner

Duration: 4:17

Speaker: : Barton Poulson

Lecture title:

Course:

How calculus relates to optimization

Difficulty level: Beginner

Duration: 8:43

Speaker: : Barton Poulson

Lecture title:

Course:

Big O notation

Difficulty level: Beginner

Duration: 5:19

Speaker: : Barton Poulson

Lecture title:

Course:

Basics of probability.

Difficulty level: Beginner

Duration: 7:33

Speaker: : Barton Poulson

Lecture title:

This lecture will highlight our current understanding and recent developments in the field of neurodegenerative disease research, as well as the future of diagnostics and treatment of neurodegenerative diseases

Difficulty level: Beginner

Duration: 1:02:29

Speaker: : Nir Giladi

Lecture title:

Course:

JupyterHub is a simple, highly extensible, multi-user system for managing per-user Jupyter Notebook servers, designed for research groups or classes. This lecture covers deploying JupyterHub on a single server, as well as deploying with Docker using GitHub for authentication.

Difficulty level: Beginner

Duration: 1:36:27

Speaker: : Thomas Kluyver.

Lecture title:

Course:

This talk highlights a set of platform technologies, software, and data collections that close and shorten the feedback cycle in research.

Difficulty level: Beginner

Duration: 57:52

Speaker: : Satrajit Ghosh

Lecture title:

Course:

This tutorial illustrates several ways to approach predictive modeling and machine learning with MATLAB.

Difficulty level: Beginner

Duration: 6:27

Speaker: : MATLAB®

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