Concepts - Dr Shihab Khan

Bayesian Updating: A Beginner’s Guide to the Mathematics and Philosophy

Bayesian statistics offers a powerful framework for updating beliefs based on new evidence, a concept rooted in the foundational theorem by Thomas Bayes. This approach is particularly valuable in data science for refining models and making informed decisions. Let’s delve into the key mathematical concepts and the philosophy behind Bayesian updating, and explore its advantages […]

Introduction to Structural Reliability: A Data Science Perspective

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Understanding the Basics of Structural Reliability Structural reliability is a crucial concept in engineering that deals with the estimation of a structure’s safety level under uncertainty. Unlike deterministic approaches that provide single numbers with no variation, structural reliability focuses on probabilities, reflecting real-world uncertainties in material properties, loads, and other factors. Just think about

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