Well, to me data science is about solving problems. So this is imho the most important point.

Theory is great but data science is a craft and needs to be practiced to get better.

Data scientist with corporate, consulting and start-up experience | avid cyclist | amateur pianist | CEO & co-founder at DataDiligence.com