Hi -
Glad to hear your a new scrapper. It's such a rewarding hobby.
All the suggestions so far are great. Creative Memories, LSS, classes, magazines, websites, etc. All great resources.
I just wanted to recommend something. You should be able to find this offered at most LSS's. It's from EK success, it's called SDU or Scrap Design University. It's a scrapbooking course that consists of 5 lecture classes and 5 hands on classes. You get a handy 3 ring binder about 6X9 to keep all the handouts, class instructions and examples in as a reference. The classes are Basics, Tools, Matting, Color, Stickers, Punches, Lettering, Journaling, and a couple more that aren't coming to mind just now. I've been scrapping for 4 years, I took a short break this past summer when I went back to college for a semester. I took it more as a refresher course and to learn techniques that were new or that I had not learned yet. I saw several people in each class that had never scrapbooked a day in their life taking the classes and really coming along. My LSS had a midnight crop party as part of "graduation" where we cropped (for free) for 7 hours, got diplomas, and gifts. It was awesome.
I learned quite a bit, remembered things I'd forgotten, and saw every new scrapper complete their first pages at the crop with very little apprehension and all looked like they'd been doing it for years.
I highly recommend this course.
As for cost - our LSS gave you all 10 classes and the binder/materials for $99. You can take the classes in any order and take as long as you need to finish them. We had the option of paying for the classes individually rather than doing the package, but then we had to pay for the binder, so it saved us to do the program as a whole.
Good luck...check out Creating Keepsakes website. They are a pretty large scrapbook magazine. They have a search engine that you can search for LSS's near you.
Have fun! And if I can answer anything else, feel free to ask.