Cloud-based machine learning platforms for social research low on resources

Actual paper compares machine learning cloud platforms that can be used by nonprogrammers, it is addressed to sociologists, psychologists, gender researchers. Their work can require more of a data scientific approach, than their funds can allow to support. This tools can be used with minor expertise in the field of machine learning, programming and mathematics and don't require professional data scientists and analysts in team. We take one testing data set similar to those generated in field-level social studies and fallow through every stage of model training and tweaking in Google Cloud AI and IBM Watson Auto AI - two cloud0based platforms for data science without engineering