Newbie help

I’m a complete beginner; in need of guidance around components required;
I am developing a new product requiring an accelerometer and LED output; specific colours at this stage are to be confirmed.
The device will be portable and so ran from batteries (quite likely AA).

Thanks in advance

Raspberry Pi or Micro controller? Not a whole lot of info there to go by.;)