For anyone taking first steps in data science, Probability is a must know concept. Concepts of probability theory are the backbone of many important concepts in data science like inferential ...

I’m currently a grad student in a master’s program, and I’ve been diving deep into the world of machine learning. It’s been a wild ride, and I wanted to share some of the fundamental concepts that ...

Abstract: The field of statistics is often divided into descriptive statistics and inferential statistics. Descriptive statistics concerns collecting and representing facts and interpretations.

Multi-Class means that Random Varivance are more than 2. N Times means that we also consider prior probability P(X). To learn more about probability, I recommend reading [pattern recognition and ...