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Mathematics · L4 · Bayesian inference cycle

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Bayesian inference cycle: prior → likelihood → posterior → prior for the next update.

by @openstemUpdated Mathematics
Prior Distribution P(θ)Domain knowledge / previous studiesLikelihood P(data|θ)How probable is the data given θ?Bayes' TheoremPosterior ∝ Likelihood × PriorPosterior Distribution P(θ|data)Updated belief about θPosterior PredictiveP(x_new|data) = ∫P(x|θ)P(θ|data)dθNew Data ArrivesDecision / Inference

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