The Bias-Variance Tradeoff: How Data Science Can Inform Educational Debates

In addition to providing a set of techniques to analyze educational data, I claim that data science as a field can provide broader insights to education research. In particular, I show how the bias-variance tradeoff from machine learning can be formally generalized to be applicable to several promin...

Full description

Saved in:
Bibliographic Details
Main Author: Shayan Doroudi (Author)
Format: Book
Published: SAGE Publishing, 2020-12-01T00:00:00Z.
Subjects:
Online Access:Connect to this object online.
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

Connect to this object online.

3rd Floor Main Library

Holdings details from 3rd Floor Main Library
Call Number: A1234.567
Copy 1 Available