Solution to fabricate data using current dataset for training: amazon machine learning

I am trying to create a MODEL using Amazon machine language service, but i am facing a problem that my data set is of 20 KB and contain only 120 rows. As the data set is very small it is impossible that the learning algorithm will learn correctly the data pattern and eventually my prediction model will be incorrect.

Is there any way that amazon itself can create some data on my behalf using the data that i have provided for training ?