Here you can download the different datasets used in the course. Note that the MNIST dataset is most likely available directly in the deep learning library, but if you for some reason need it in CSV format you can download it here.
 

Dataset	Format	Description	Link
Iris	ARFF and CSV	The standard Iris dataset in both ARFF and CSV formats	Download
MNIST	CSV	The MNIST hand-written digits dataset in CSV format	Download
MNIST labels	CSV	The MNIST dataset in CSV format but with categorical class labels (Zero, One, …)	Download
Diabetes	ARFF and CSV	The standard Diabetes dataset used in many examples	Download
Spiral	ARFF and CSV	A two-dimensional dataset with three spiral arms (requires non-linear classifiers)	Download