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Outcome School · Other AI topics3 min read

by Amit Shekhar · 2 August 2019

Regularization In Machine Learning

The Regularization In Machine Learning.

480 words#ai#machine-learning3 recall cards

Regularization In Machine Learning
Read on Outcome School ↗then come back to lock it in
Before you read, guess

Which regularization technique adds a penalty to the error function?

Ten seconds, a guess, then read — a wrong guess still makes the answer stick.

What this article covers

  1. What is overfitting?
  2. L1 Regularization or Lasso Regularization
  3. L2 Regularization or Ridge Regularization

The article lives on outcomeschool.com. Read it there, then come back: the tutor in the margin has read it and will answer questions, and the questions below check what stayed.

Before you go

In one sentence, what was this chapter about?

From memory, without scrolling up. Writing it is what makes it yours; the grade is only to show you what you had.

How sure?