데이터분석

What is Data Science?

늘근이 2018. 3. 6. 07:21

Using data to answer the concrete question.


1. Descriptive statistics (including unsupervised learning)

2. Inference - making conclusion about population for samples

3. Prediction - guess an outcome 

4. Experimental Design - AB test


ML and statistics difference

ML focuses on prediction based on collected data.

Statistics focuses on a priori hypothesis, and answering 'why' questions.