Understanding Decision Trees

Tree based algorithms are among the most common and best supervised Machine Learning algorithms. Decision Trees follow a human-like decision making approach by breaking the decision problem into many smaller decisions.  As opposed to black-box models like SVM and Neural Networks, Decision Trees can be represented visually and are easy to interpret. How is decision... Continue Reading →

Machine Learning Algorithms 101

This blog post is for the newbies who want to quickly understand the basics of the most popular Machine Learning algorithms. I am assuming that you have read the previous article regarding types or categories of algorithms. If not, I would suggest you to read that first. In this quick tour you will learn about:... Continue Reading →

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