Three tutorial notebooks on convolutions. No background knowledge is assumed.
- What's A Convolution? covers the basics -- where does the convolution formula come from?
- Why Are Convolutions Useful? shows some traditional applications of convolution to audio and image processing.
- Convolutions and Probability works through a somewhat surprising application of convolution in adding up random numbers.