Visualizing interpolation results can provide valuable insights into the behavior of your data and the quality of your interpolation technique. Utilize matplotlib, a popular Python library for visualization, to create plots and visualize the interpolated curves or surfaces. This can help you gain a better understanding of the interpolation process.