What Actually IS Machine Learning?

The Input: Breaking the Paradigm For years, I programmed by writing rules. If user clicks button -> Then open window. If temperature > 100 -> Then boil water. This is Traditional Programming: I give the computer the Data and the Rules, and it giv...