Step 2b - Computing the Loss Surface
Learn how the loss can be computed for all possible values in a given range as well as how it can be visually represented.
Loss surface
We have just computed the loss (2.74) corresponding to our randomly initialized parameters (b = 0.49
and w = -0.13
). What if we did the same for all possible values of b
and w
? Well, not all possible values but all combinations of evenly spaced values in a given range like the example shown in the code below:
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