Here you can find Articles and Tutorials on various popular machine learning (and statistical learning, if you want to be technical) techniques.
We try to include both R and Python code where possible. But the main thing we try to show are the best types of data structures on which the various techniques are best used.
Also, we do our best to use real world problems, answering real world questions, so that we can address some of the problems you may not encounter in those pesky textbooks from your statistics class. 😄
Learn how to use Linear Regression, one of the most popular and flexible techniques available to Data Scientists.
Learn how to use Logistic Regression, a type of generalize linear model for estimating discrete response variables.
Learn what ADABoost is and how to use it.