Instead of conventional linear scattering matrices, ... “In the burgeoning field of all-optical machine learning, nonlinear optical layers are key in enhancing model performance.

This video is a one stop shop for understanding What is linear regression in machine learning. Linear regression in machine learning is considered as the basis or foundation in machine learning.

Linear Regression Cost function in Machine Learning is "error" representation between actual value and model predictions. To minimize the error, we need to minimize the Linear Regression Cost ...