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Bayes’ Rule Demystified: Five Intuitive Perspectives

Bayes’ Rule Demystified: Five Intuitive Perspectives

Example Consider the following scenario: * The probability that a person has a disease is 0.01. * The probability that a person with the disease tests positive is 0.90. * The probability that a person without the disease tests positive is 0.10. Question: What is the probability that a person

[Write to Learn Series] The Heart and Soul Of Linear Algebra: Replacement Theorem

I am self-studying Linear Algebra following the book Linear Algebra by Stephen H. Friedberg and the syllabus Math 340: Abstract Linear Algebra from the University of Washington. In particular, I found that the proof of the Replacement Theorem is difficult. I want to share some of my experience and resources

Reading Math Symbols

Date : 7 July 2020 Sometimes, it is quite scary to read Maths. Just like learning a new language, we need to understand the symbols/ vocabulary first. In this post, I am going to talk about some common maths symbols. The following content is extracted from my YouTube video. Logic Symbols

Math and Machine Learning Resources for Self Learner

Linear Algebra Textbook: Linear Algebra Done Right (Edition 3) Selected Exercises: Berkeley Math 110 Solutions: Link Textbook: Linear Algebra Done Wrong Probability Introduction to Probability https://ocw.mit.edu/resources/res-6-012-introduction-to-probability-spring-2018/ and https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041-probabilistic-systems-analysis-and-applied-probability-fall-2010/ Machine Learnings Cornell CS4780 Machine L