I'm also kind of new in linux... i recommend you this book: The Linux Command Line by William E. Shotts, Jr.
Also this links were useful for me:
- Intel Software Academic Program
- http://fab-lab.eu/edison/
- EmutexLabs this works if you have the arduino breakboard
I hope this info will be useful for you.