Oh, let me tell you of a tale so grand,
Of a process called backpropagation, oh so grand!
It helps neural networks learn and grow,
By adjusting weights, oh don't you know!

Imagine a garden with flowers galore,
Each with a different color that we adore,
To make a painting of this beautiful sight,
We'll need to mix colors, oh what a delight!

Backpropagation is just like this,
A method to mix colors, so don't you miss,
Each layer of the network, oh so neat,
Adds more colors to make our painting complete!

With each layer, we mix and blend,
And adjust the weights, to find the best end,
With the help of calculus and derivatives too,
We find the right direction to pursue.

We go backwards, layer by layer,
Adjusting weights with a little bit of care,
Until we find the perfect fit,
And our neural network learns bit by bit.

So next time you see a neural network at play,
Think of the colors it mixes each day,
And remember the magic of backpropagation,
That helps our networks learn with jubilation!
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