Lecture 28. Conditional Execution 

It's my pleasure

No, not necessarily. For example, ARM Cortex-M7 has an advanced branch predictor, which may run faster if the prediction is accurate.

Well, minimizing your branches reduces the number of paths you need to unit test for leads to less complex code which makes it overall more maintainable. I would avoid worrying about the performance, unless you're writing an ISR.