Fascinating piece, a high level cheat sheet, that lists a large number of common process and business questions, and which machine learning algorithm families are likely to be useful for improvement. Six families of algorithms are mentioned. Quick scan looks reasonable. I have not read the whole thing, but will take a closer look. I like the series saying it is without jargon. Links to Azure examples.
" ... This post, authored by Brandon Rohrer, Senior Data Scientist at Microsoft, is the last in a three-part series introducing data science with no jargon. The first post was titled What Can Data Science Do For Me? and the second was on What Types of Questions Can Data Science Answer?
There are a few data science questions that seem to pop up a lot. They’re listed here, together with the best algorithm family. If you don’t see yours or one like it, let us know and we’ll add it. Several of these questions have links to sample experiments or working examples in the Azure ML Marketplace. ... "
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