This article was written by James Le. Here is a brief summary. Link to the full article is provided at the bottom. Some techniques are not mentioned in Le's article, for instance neural networks, K-NN, density estimation, time series models, survival analysis, Markov chains, Bayesian statistics, graph models, and spatial processes. However his article is a great read, with the 10 topics explained…
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