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Bargava Subramanian

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Experimentation in Data ScienceThe Fifth Elephant 20202020-06-19
Argues that experimentation is the systematic way to learn in production, not just A/B tests, and shows concrete practices: use multi-armed bandits for…
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Deep Learning in the BrowserODSC India 20182018-08-31
Live demos show models running client-side: an explorable loan-default visualization that exposes thresholds and business impact, a real-time sentiment…
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Architectural Decisions for Interactive VizODSC India 20182018-08-31
Outlines concrete architecture choices for interactive visualization at scale: for millions-to-billions of points use bin-summarise-smooth (Datashader) or…
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