L2 Regularization for Deep Learning with example

1. Module 2
Regularization for Deep Learning
L2 Regularization in Deep Learning

2. L2 Regularization in Deep Learning Before Practice
• Start with some notations

3. L2 Regularization in Deep Learning Before Practice

4. Mean Square Error

6. Simple Data Example
• Input Data
• Model:

7. Simple Data Example
So the model weight is = 1.6

9. So:

12. THANK YOU