Add all dressing ingredients to a container with a lid (a small mason jar works well) and shake to mix well. Toss spinach, strawberries, and nuts in a large salad bowl.
Toss salad with dressing and feta just before serving. If preparing ahead of time, you will need to re-shake the dressing before adding to the salad since the oil will separate from the vinegar as it sits.