Data Scientists need to define technical problems appropriately. A well thought out problem definition phase of a project saves time, energy and effort.
Problem definitions are clear statements describing the initial state of a problem that’s to be solved. These statements indicate problem properties such as the task to be solved, the system's current performance, and client’s experience with the current system.