Any project should start with a well-defined problem statement or the project development is bound to suffer. The problem statement governs all the major steps involved in an overall project development pipeline, starting from project planning to project cost.
In a DL-based web project, for example, the problem statement will direct us to the following:
- Determine what kind of data we would need.
- How much complexity there would be in terms of code, planning, and other resources.
- What kind of user interface we would develop.
- How much human involvement there would be so that an estimate can be prepared on the project’s manpower and so on.
Hence, a well-defined problem statement is really required in order for us to get started with further project development.
Imagine being a DL engineer at a company that is planning to build a recommendation...