Bayesian Inference: A Unified Framework for Perception, Reasoning, and Decision-making

Stephanie Shen
Towards Data Science
14 min readJan 4, 2024

--

Photo by 🇸🇮 Janko Ferlič on Unsplash

“…the most important questions in life…are indeed, for the most part, only problems in probability. One may even say, strictly speaking, that almost all of our knowledge is only probable.”

— Pierre-Simon Laplace, Philosophical Essay on Probabilities

--

--

I write about data, technology, and science; Technology executive, Ph.D. in Neuroscience; also love books, photography and travel.