Model Compexity vs Management

Dimitri Bianco · Advanced ·🎯 Management & AI-Era Leadership ·1mo ago

About this lesson

A long time subscriber asked how do you balance model complexity with time constraints and the need of the business. This is a hard question to answer because it depends on the situation. But the short answer, build models and tools that are fast to build and meet 70% or more of the business' needs. Often the business wants a perfect solution but doesn't realize the time it will take to meet all the requirements. Ask about deadlines, accuracy, stability, and urgency. Waves, Quantum Theory, and Retail Credit https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5363683

Original Description

A long time subscriber asked how do you balance model complexity with time constraints and the need of the business. This is a hard question to answer because it depends on the situation. But the short answer, build models and tools that are fast to build and meet 70% or more of the business' needs. Often the business wants a perfect solution but doesn't realize the time it will take to meet all the requirements. Ask about deadlines, accuracy, stability, and urgency. Waves, Quantum Theory, and Retail Credit https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5363683
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