What to do with an industrial/manufacturing data set? • /r/MachineLearning

I am a chemical engineer who is learning programming. Until now I've mostly been working on building interfaces using web programming. Recently I got access to all of my company's lab/quality, inventory, and PLC/manufacturing data. I am interested in digging into this data. I am (sort of) versed in Python, and have done a few tutorials with sklearn and the linear regression algorithm.