Lesson type
Difficulty level
Lecture title:
Course:
The probability of a hypothesis, given data.
Difficulty level: Beginner
Duration: 7:57
Speaker: : Barton Poulson
Lecture title:
Course:
Why math is useful in data science.
Difficulty level: Beginner
Duration: 1:35
Speaker: : Barton Poulson
Lecture title:
Course:
Why statistics are useful for data science.
Difficulty level: Beginner
Duration: 4:01
Speaker: : Barton Poulson
Lecture title:
Course:
Statistics is exploring data.
Difficulty level: Beginner
Duration: 2:23
Speaker: : Barton Poulson
Lecture title:
Course:
Graphical data exploration
Difficulty level: Beginner
Duration: 8:01
Speaker: : Barton Poulson
Lecture title:
Course:
Numerical data exploration
Difficulty level: Beginner
Duration: 5:05
Speaker: : Barton Poulson
Lecture title:
Course:
Simple description of statistical data.
Difficulty level: Beginner
Duration: 10:16
Speaker: : Barton Poulson
Lecture title:
Course:
Basics of hypothesis testing.
Difficulty level: Beginner
Duration: 06:04
Speaker: : Barton Poulson
Lecture 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
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 covers describing and characterizing an input-output relationship.
Difficulty level: Beginner
Duration: 1:35:33
Speaker: : Jonathan D. Victor
Lecture title:
Course:
Part 1 of 2 of a tutorial on statistical models for neural data
Difficulty level: Beginner
Duration: 1:45:48
Speaker: : Jonathan Pillow