Common mistakes novice hunters make when trying find deer include not properly camouflaging themselves against their surroundings, not scouting enough beforehand, making too much noise, failing to check wind direction before shooting, moving too quickly without taking pauses between steps, overusing decoys/lures which can signal danger instead of safety after long periods of use, and relying solely on technology rather than traditional tracking methods.