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> There's a big difference between having an instructor and learning things from a book or video lectures.

Absolutely. Anders Ericcson makes this point very clear in his research and also the book "Peak"

In order to become an expert, you need feedback from other experts. I used to think "well who broke through the field first? who became the first expert?" and to that I say that is how human knowledge works. It's built on top of one another, whether we think about it consciously when trying to learn a new concept in a new field, or we are using it subconsciously in the form of an abstraction.

As an anecdote, my first "real" job after getting my CS degree out of college, I worked at a place for about 2 years. In 1 and a half of those years, I felt like I was barely getting by, not meeting my knowledge goals. Then we decided to get crazy, and try this agile and pair programming thing. I worked under one of the most productive developers we had there at the time for 3 months. 5 years later, I still contest, I learned more in that short 3 months under his guidance than I have in my whole career on my own. I have been searching for that experience again ever since.



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