Phase 3B: Modeling Luxury Homes - Handling Outliers and Neighborhood Effects
In real estate, extreme listings, both ultra-luxury and severely underpriced, can disproportionately influence predictions. These outliers, though rare, carry meaningful signals that must be preserved while keeping our model stable and robust. In thi...
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Data insights in the wild
I’m a data scientist with 4 years of experience working on real-world machine learning and analytics projects. I enjoy building end-to-end data products and sharing what I learn along the way.
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