The Art of Data Science

Title Page 1. Data Analysis as Art 2. Epicycles of Analysis 3. Stating and Refining the Question 4. Exploratory Data Analysis 5. Using Models to Explore Your Data 6. Inference: A Primer 7. Formal Modeling 8. Inference vs. Prediction: Implications for Modeling Strategy 9. Interpreting Your Results 10. Communication 11. Concluding Thoughts 12. About the Authors