Marketing Mix Models are often discussed as if the hardest problem is fitting the model. In practice, fitting the model is only the beginning. The harder challenge is turning a complex, uncertain statistical model into something that can reliably support real-world decisions. Our approach is built around a simple idea: separate learning the system from using...
Tag: ML
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Campaign Intelligence Technical Architecture Research
As we move into development of our latest tool, Campaign Intelligence, we need to take a look at the high-level architecture and available resources before moving forward. This document serves as a reference for the research we did, the benefits and drawbacks of using specific integrations for our product, and the reasoning behind any decisions...