Data in particular is difficult. I majored in math - which was great for the theoretical underpinnings of mathematics (totally practical on a daily basis). The field of Operational Research was brand new when I was going through college, so again, not a huge foundation for this whole data thing.
Some of the resources I have been using, in no particular order:
- Computer Science Illuminated - this is my go to book for the CS Principles course. Great place to start.
 - Code - great book
 - List of Publicly available Data Sets
 - Big Data at CSAIL - MIT
 - Ted Talk - Human Face on Big Data
 - Census Bureau API
 - CEISE- live data sets
 - Exploring Data
 
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