## Bayes Theorem in One Picture

Bayes Theorem in One Picture Bayes’ Theorem is a way to calculate conditional probability. The formula is very simple

Read moreBayes Theorem in One Picture Bayes’ Theorem is a way to calculate conditional probability. The formula is very simple

Read moreA/B testing in One Picture A non-technical look at A/B testing, based on Dan Siroker & Pete Koomen’s

Read moreEnsemble Methods in One Picture Ensemble methods take several machine learning techniques and combine them into one predictive

Read moreSVMs in One Picture SVMs (Support Vector Machines) are a way to classify data by finding the optimal

Read moreLogistic Regression in One Picture Logistic regression is regressing data to a line (i.e. finding an average of

Read moreK-nn Clustering Explained in One Picture This is a simple overview of the k-NN process. Perhaps the most

Read moreDetermining Sample Size in One Picture Determining sample sizes is a challenging undertaking. For simplicity, I’ve limited this

Read moreEM Algorithm Explained in One Picture The EM algorithm finds maximum-likelihood estimates for model parameters when you have incomplete

Read moreROC Curve Explained in One Picture With a ROC curve, you’re trying to find a good model that

Read moreHypothesis Tests in One Picture There are dozens of different hypothesis tests, so choosing one can be a

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