Why use a tantalum instead of a ceramic capacitor?
The LDO built into the chip needs an ESR that is high enough to ensure stability under all conditions.
You can use a 1uF ceramic capacitor with a series resistor of 5 or 10 ohms in place of the tantalum capacitor. And keep the 100nF capacitor in parallel.