Generate an image that illustrates the concept of dimensionality reduction in machine learning, the image should show how reducing the number of dimensions in a dataset can help to simplify the data and make it easier to analyze and visualize, the image should also show how dimensionality reduction can be used to preserve as much of the original information as possible while still reducing the complexity of the data