Instruction set is ARM, sure, but to drive peripherals you need to use their horrible C code or write the driver stack yourself by reading hundreds of pages of datasheets.
You can also use third party libraries. I have written projects using ChibiOS and libopencm3 and their driver model was actually OK to use, although for most peripherals you still need the datasheet to understand the exact capabilities of the device.
