Playground (Achieving 99%-MNIST)
Explore strategies to enhance your neural network accuracy on the MNIST dataset by adjusting hyperparameters like learning rate, batch size, and hidden nodes. Understand the balance between training time and model performance, and practice tuning configurations to reach or exceed 99% accuracy.
We'll cover the following...
We'll cover the following...
Revision
Before we move on, let’s practice with the code for a little while. 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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Hands on Challenge
In the beginning of the second part, we set a target for ourselves: 99% accuracy on MNIST. We just got so close, ...