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Created 4 years ago
Linear Regression
Linear Regression Data
![alt](https://i.imgur.com/mtkR2lB.png)
Linear Regression Visualization
![alt](https://i.imgur.com/mtkR2lB.png)
Linear Regression model
Feedfoward Neural Network
Conceptually, you think of feedforward neural networks as two or more linear regression models stacked on top of one another with a non-linear activation function applied between them.
![alt](https://cdn-images-1.medium.com/max/1600/1*XxxiA0jJvPrHEJHD4z893g.png)
To use a feedforward neural network instead of linear regression, we can extend the nn.Module
class from PyTorch.
!pip install jovian --upgrade -q
import jovian