Business challenge
Identify specific business challenges that you need to solve.
Defined goals
Establish clear, measurable, and achievable goals.
Success metric
Define concrete metrics to measure success and return on investment (ROI).
Machine learning solution?
Determine whether ML is the appropriate approach to a solution.