02. What's a Kalman Filter?

Another way of looking at a Kalman Filter is just like you’d look at any other filter. What does it take as an input, what does it filter out, and what important substance does it let through? The graphic below compares a household coffee filter, an engineering low-pass filter, and a Kalman filter.