I just got "Young at Art" from the library. It is FULL of great suggestions...not actual craft plans. For instance, it offers ideas for painting: "throwing", scraffito, crayon resist, symmetry folding, straw blowing, etc. It explains how to do these activities but it leaves A LOT of room for creativity. It is an ART book to teach your child artistic skills, not a CRAFT book that teaches your child to follow directions. So, if you're looking to expose your child to creative opportunities, this may be a good book to start with. I found it to be a bit "textbooky" but I think I will end up buying it anyway for the suggestions it offers - too many to photocopy

Also, there are some great resources at the back: lyrics and music for colour and movement (30 pages of songs), booklist for many, many different art concepts (50 pages), and actual "lesson plans" (concept, materials needed, booklist, snack, song, game, drawing/painting/collage/sculpture activity) throughout.
Price on book cover is $21.95 CDA