## Lesson type

Lesson title:

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

Difficulty level: Beginner
Duration: : 2:53
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Primer on elementary algebra

Difficulty level: Beginner
Duration: : 3:03
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Primer on linear algebra

Difficulty level: Beginner
Duration: : 5:38
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Primer on systems of linear equations

Difficulty level: Beginner
Duration: : 5:24
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Primer on calculus

Difficulty level: Beginner
Duration: : 4:17
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

How calculus relates to optimization

Difficulty level: Beginner
Duration: : 8:43
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Big O notation

Difficulty level: Beginner
Duration: : 5:19
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Basics of probability.

Difficulty level: Beginner
Duration: : 7:33
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

An overview of some of the essential concepts in neuropharmacology (e.g. receptor binding, agonism, antagonism), an introduction to pharmacodynamics and pharmacokinetics, and an overview of the drug discovery process relative to diseases of the Central Nervous System.

Difficulty level: Beginner
Duration: : 45:47
Course Name: : Brain medicine for non-specialists
Lesson title:

This lecture covers describing and characterizing an input-output relationship.

Difficulty level: Beginner
Duration: : 1:35:33
Course Name: : INCF Short course: Introduction to neuroinformatics

Difficulty level: Beginner
Duration: : 5:36
Speaker: : Unknown
Course Name: : OpenNeuro.org Tutorials
Lesson title:

This tutorial shows how to share your data in OpenNeuro.org

Difficulty level: Beginner
Duration: : 1:22
Speaker: : Unknown
Course Name: : OpenNeuro.org Tutorials
Lesson title:

This tutorial shows how to run analysis in OpenNeuro.org

Difficulty level: Beginner
Duration: : 2:26
Speaker: : Unknown
Course Name: : OpenNeuro.org Tutorials
Lesson title:

Inferring results from incomplete data

Difficulty level: Beginner
Duration: : 4:28
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Finding parameter values, confidence intervals.

Difficulty level: Beginner
Duration: : 08:04
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Methods for estimating parameters.

Difficulty level: Beginner
Duration: : 5:29
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Measuring the correspondece between data and model.

Difficulty level: Beginner
Duration: : 3:30
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

How to choose useful variables.

Difficulty level: Beginner
Duration: : 6:15
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Common problems in statistical modelling.

Difficulty level: Beginner
Duration: : 5:58
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science
Lesson title:

Common problems in statistical modelling.

Difficulty level: Beginner
Duration: : 3:50
Speaker: : Barton Poulson
Course Name: : Foundations of Data Science