Originally published by Jason Brownlee in 2013, it still is a goldmine for all machine learning professionals. The algorithms are broken down in several categories. Here we provide a high-level summary, a much longer and detailed version can be found here. You can even download an algorithm map from the original article. Below is a much smaller version.
Sourced through Scoop.it from: www.datasciencecentral.com
By Laetitia van Cauwenberge. A full list of Machine Learning Algorithms.