Data Splitting for Machine Learning [Do it Right]

One of the fundamental questions that faces any new learner of ML is how to split the training data correctly. To demonstrate the importance of correctly splitting your data, lets go over few scenarios and try to find our what went wrong in each one.

(Post will be updated soon)