# [Notes] Learning From Data – A Short Course: e-Chapter 9

**Page 30:**Why ? My understanding: as the events and are independent, the same goes for the event . Note that both data points and may exist in dataset so if is a deterministic hypothesis then it is obviously as . If is a non-deterministic hypothesis, is still independent from the random target function (even “ are generated independently”).