Scaling Functions are Mathematical Constructs used to Analyze and represent data at Different levels of detail or resolution, often employed in Wavelet transformations and Signal Processing. They provide a Framework for decomposing functions into Components that can be analyzed separately, facilitating tasks like Data Compression and Noise Reduction.