Hi,
As per my understanding, you are facing issues while importing data in the deep learning app. I would suggest you use the Neural Net Fitting app. Here is the step to step guide from importing the data to saving your results: -
Note - in step3, you will be importing the 'Inputs' (9 feature columns) and 'Targets' (last output column) from either workspace or a file.