# Problem Framing: ## Clarify the Problem ### Clarifying Questions | | [[Functional Requirements]] | [[Nonfunctional Requirements]] | | ------------ | --------------------------- | ------------------------------ | | In-scope | | | | Out-of-scope | | | ## Establish a Business Objective ## Design on an ML Objective # High-level Design # Data and Features ## Training Data ## Features # Modeling ## Benchmark Models ## Model Selection ## Model Architecture ## [[Loss Function]] # Infererence and Evaluation ## Inference System ## Evaluation Framework # Deep-dives # Miscellaneous #### Related Problems: ## Reference #### Working Notes #### Sources