If you're just starting, just figure out what you want to eat, type it in, and search for simple recipes. This is how I taught myself how to cook after getting married 3 years ago. I am a less than 10 ingredient type of person too. Don't like Rachel Ray either. If you want an actual "book,":
For Asian food (my fav), Korean cookbooks:
A Korean Mother's Cooking Notes
Dok Suni
Simple, TDF recipes. YUM!
Honestly, I would recommend not even wasting money on a book and just surf the web for recipes. Minus the books above, I just go on the web and do searches. I cook about 5 days/wk. For American food,
www.foodnetwork.com
www.epicurious.com
www.allrecipes.net
www.cooks.com
They rate simplicity and stars, just type in what you want to eat
. I always skip things that have lots of ingredients, even if they're highly rated.
Asian food:
www.uwajimaya.com Everything is great, love the Hawaiian oxtail soup, so simple and delish!
www.recipesource.com No pics, but if you know what you want, all the recipes are there. Even for dim sum.
www.chinesefood.about.com
Good luck.