Are Heirloom vegetables good for beginning gardner's?

I started a garden and composter for the first time this year and it has been absolutely rewarding, even with some setbacks. I really want to grow Heirloom vegetables because I could easily obtain GMOs from my groccery store. Are Heirloom vegetables harder to grow for beginning gardner's?
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