I would buy other fabric. This doesn't seem suited for quilting. Most quilter's use 100 percent cotton with a tight weave. Don't set yourself up for heartbreak. Especially if you are new to quilting.
But it you must quilt it. Starch it very stiff and this will help. Don't stretch it out of shape while you are ironing it. That would be a big mess after washing.