Which Arduino board should I use?

Where I can learn which resistors and LEDs should I use? I never study electronic circuits so I don´t know the difference between a resistor of 560 Ohm and other with 700 Ohm.

Where I can learn about this? I´m not pretend to be an expert just the basics so I can develop my project.

Thanks again for the reply.