First Stand Alone Arduino Project - Blinking LEDs!

Thanks! I'm watching some online tutorials on youtube. They're all nice but not being an EE major, I have a hard time even finding the right resistor :(. I want to use the resistors and capacitors you use, what numbers are they? The whole list of components is intimidating. Thanks.