Playground (Tweak the Learning Rate)
Explore the effects of changing the learning rate in training a linear regression model. Understand how different rates influence training speed, precision, and convergence while optimizing model performance.
We'll cover the following...
We'll cover the following...
Revision
Before we move on, let’s practice with the code. That’s optional, but it’s a good way to revise these concepts.
Go through all the codes which we have covered in this chapter by launching the below app:
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Further, we can start getting familiar with the system’s hyperparameters. (If revision of hyperparameter is required, read “Hyperparameters.”)
Hands on
Try to change the value of the lr argument to train() ...