BigDataFr recommends: 7 tools in every data scientist’s toolbox

Excerpt

There is huge number of machine learning methods, statistical tools and data mining techniques available for a given data related task, from self organizing maps to Q-learning, from steaming graph algorithms to gradient boosted trees. Many of these methods, while powerful in specific domains and problem setups, are arcane and utilized or even understood by few.

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Source: blog.datadive.net