Mix sliced sweet potatoes with oil, maple syrup, ½ teaspoon salt and ¼ teaspoon pepper. Arrange on large rimmed baking sheet (sheet pan). Roast for 25 minutes.
Meanwhile, fry bacon in a large skillet over medium-high heat until almost crisp. With a slotted spoon, remove bacon from pan and set aside on a paper towel-lined plate.