L2 Regularization for Deep Learning with example

senthil12223 1 views 12 slides Oct 10, 2025
Slide 1
Slide 1 of 12
Slide 1
1
Slide 2
2
Slide 3
3
Slide 4
4
Slide 5
5
Slide 6
6
Slide 7
7
Slide 8
8
Slide 9
9
Slide 10
10
Slide 11
11
Slide 12
12

About This Presentation

L2 Regularization for Deep Learning with example and applications and derivations explained


Slide Content

Module 2 Regularization for Deep Learning L2 Regularization in Deep Learning

L2 Regularization in Deep Learning Before Practice Start with some notations

L2 Regularization in Deep Learning Before Practice

Mean Square Error

Simple Data Example Input Data Model:

Simple Data Example So the model weight is = 1.6

So:

THANK YOU