Top Data Mining Algorithms You Can Use

Just a note, seems like all of these algorithms are for classification. It doesn't mention the simple linear regression which is considered data mining, so having that at the top and more emphasized would be helpful.

Either way, it's a good list to take a peek at and read quick information if you're working on a classification problem.

I found

  Introduction to Machine Learning with Python - A Guide for Data Scientists (Andreas C. Müller, Sarah Guido, 2016)

to be a good introduction to using and tuning these algos.