Logs are important in understanding how a slide rule works. Logs are also important for an engineer in many other areas. This page does a great job of explaining just what they are and how they work. Well worth a look if you're interested.
"A good scientist is a person with original ideas. A good engineer is a
person who makes a design that works with as few original ideas as
possible" - Freeman Dyson