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Data Mining Problems in Retail

Highly Scalable

Over years, this article has evolved into a book – please visit Introduction to Algorithmic Marketing website to download]. In this article we are trying to take a more rigorous approach and provide a systematic view of econometric models and objective functions that can leverage data analysis to make more automated decisions.

Retail 152
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What We Learned Auditing Sophisticated AI for Bias

O'Reilly

What if a named entity recognition (NER) system, based on a cutting-edge large language model (LLM), fails for Chinese, Cyrillic, or Arabic text? Audit has been an integral aspect of model risk management (MRM) in consumer finance for years, and colleagues at BLDS and QuantUniversity have been conducting model audits for some time.