To invert or not to invert, that is the question.
The advantage of an inverting configuration is that common 100k and 1k resistor could give you the desired gain of 100.....or more accurately -100.
The question is, what are you going to do with that negative output? If fed to -let's say- to a SMPS controller which sees an increasing voltage equal to an increasing current, then a second inverting stage is required...which always adds some small but nonzero errors.
If you are feeding that voltage into an ADC and then a microcontroller, then again it does not accept negative voltages, and a second inverting stage is also required.
For those reasons, I would rather use a noninverting stage..