Thinking Clearly with Data: A Guide to Quantitative Reasoning and Analysis

An engaging introduction to data science that emphasizes critical thinking over statistical techniques

An introduction to data science or statistics shouldn’t involve proving complex theorems or memorizing obscure terms and formulas, but that is exactly what most introductory quantitative textbooks emphasize. In contrast, Thinking Clearly with Data focuses, first and foremost, on critical thinking and conceptual understanding in order to teach students how to be better consumers and analysts...