Increase Accuracy of the Jupyter Notebook Example

[rageSpin]

Increase n° of epochs

One way to increase the testing accuracy is to increase the number of epochs.
I personally set it to 10 to avoid excessive overfitting. However, this number can further increased.

An snapshot of my results (previously was 75.14%):

[KaranjaspreetSingh]

I increased the number of epochs, as well as the batch size, and got better results.