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Data Augmentation with Copy-Paste

One of the overarching themes for Data Science at Doma is generalizability. This…
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Property-Level Decisioning as Protector of Financial Data Privacy

Social Media Marketing and Financial Decision Science are Two Sides of the Same Coin …
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Neural Language Models as Domain-Specific Knowledge Bases

The fundamental challenge of natural language processing (NLP) is resolution of the…
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Understanding BERT’s Semantic Interpretations

At Doma, we use natural language processing (NLP) as part of our mission to bring…
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Building a Modern Data Stack at Doma

Machine learning can deliver an incredible amount of value to business. Doma is a…
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Stochastic Growth: Becoming an Effective Data Scientist with Grit

In the course of three years, Doma has evolved into a top 10 provider of real estate…
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The Galactic Adventures of Mark V. Shaney

One of the most talented and profound colleagues I’ve had in my life has not been…
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