Computational and Inferential Thinking: The Foundations of Data Science 

Computational and Inferential Thinking: The Foundations of Data Science

by Ani Adhikari, John DeNero

eBook Details:

Publisher: GitBook 2017
Number of pages: 646

eBook Description:
Data Science is about drawing useful conclusions from large and diverse data sets through exploration, prediction, and inference. Our primary tools for exploration are visualizations and descriptive statistics, for prediction are machine learning and optimization, and for inference are statistical tests and models.