Model evaluation for biological data is rarely as simple as checking whether a classifier is right most of the time. Rare variants, rare cell types, and rare positive screening hits mean that most ...
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Artificial intelligence (AI)-based prediction models, including risk scoring systems and decision support systems, are being ...
Dr. Sanjay Kumar is an AI & Data Science Product Leader with 15+ yrs in AI, MLOps & cloud analytics driving enterprise innovation. With generative AI systems getting better and more entrenched in our ...
Each problem in the AI space has unique challenges. Once you've been serving production traffic, you'll find edge cases and scenarios you want to measure. Consider models as systems: LLMs are part of ...
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