This thread may help you out:
http://armorgames.com/community/thread/431806/how-to-make-games
Adobe Flash:
http://www.adobe.com/cfusion/tdrc/index.cfm?product=flash&promoid=EBYEX
Flash Develop:
http://www.flashdevelop.org/
Here's the tutorial that I first started with:
http://gamedev.michaeljameswilliams.com/2008/09/17/avoider-game-tutorial-1/
If you've never programmed before, you won't be able to jump right into making games. You'll have to learn to "think with code" which includes syntax and logic skills. But first, see where you can get with the links that I gave you, and post a reply if you need any help.