Hello @karanbhatia
The Gradient descent algorithm that we cover in this course “learns” the optimal values for w and b, such that there is minimum error between the predicted values and actual values - So, we don’t need to manually set the values of w and b.
To understand a little more about the significance of w and b, you can take a look here