Anthony Mowers’s Reviews > All of Statistics: A Concise Course in Statistical Inference > Status Update

This book attempts to give an overview of statistical inference without following the usual path of first doing a lengthy introduction to probability theory.

It's an interesting and appreciated approach because it does indeed seem like the typical approach takes a long time before getting to inference concepts. However the content does require some amount of mathematical maturity to follow.