Learning statistics

Titanic Machine Learning

Quantitative Economics in Julia


Simpson's Paradox Explained Visually http://vudlab.com/simpsons

Conditional Probability http://setosa.io/conditional

Bayes' theorem

Chances of person age 65 has cancer http://en.wikipedia.org/wiki/Bayes%27_theorem

P(C|65) = P(65|C) * P(C) / P(65) = 0.5% * 1% / 0.2%

Bayes' theorem for hypothesis and evidence

So in this scenario, the hypothesis is having a cold and the evidence is having a runny nose.

List of courses https://github.com/prakhar1989/awesome-courses#machine-learning