Prakashmani Awasthi·Apr 10, 2025Exploring the Naiveness of Machine Learning with Naive BayesThe classification algorithm utilizes Conditional Probability while assuming the Independence of Features.
InEpsilon Engineering BlogbyRishi Chandra·Mar 12, 2024Multivariate joint probabilistic outlier detection through Mahalanobis distanceBy Rishi Chandra
Abhishek Jain·Jan 28, 2024Unraveling the Probabilistic Tapestry: Bayes’ Theorem, Dependent and Independent Events…In this blog, we’ll embark on a journey to explore Bayes’ Theorem, delve into the notions of dependent and independent events, and unravel…A response icon1A response icon1
AI/Data Science Digest·Dec 7, 2022Prob Digest: [Marginal, Joint, Conditional] Probability in Simple TermsA simple explanation of the three probabilities
InBeRealbylee·Sep 20, 2021Data Science 世界裡的機率問題 —單項隨機變數、多項隨機變數、獨立性與排他性還記得高中學過的機率和排列組合嗎？「沒學好的都是要還的」，是我最近最深的體悟(XD)。
