The Art of Data Science -A Guide for Anyone Who Works with Data

Content

 Data Analysis as Art

Epicycles of Analysis

  Stating and Refining the Question

 Exploratory Data Analysis

  Using Models to Explore Your Data

   Inference: A Primer

   Formal Modeling

    Inference vs. Prediction: Implications for Modeling Strategy

  Interpreting Your Results

     Communication

  Concluding Thoughts