# Book recommendations

Swung’s members have recommended some books over the years. Here they are!

**GENERAL TOPICS **

**GEOSCIENCE**

**STATS, MATHS & MACHINE LEARNING**

**PROGRAMMING**

Swung’s members have recommended some books over the years. Here they are!

**GENERAL TOPICS **

The Visual Display of Quantitative Information, 2nd edition

By Edward R. Tufte

Visual Explanations: Images and Quantities, Evidence and Narrative

By Edward R. Tufte

Beautiful Evidence

By Edward R. Tufte

Envisioning Information

By E.R. Tufte

Thinking, Fast and Slow

By Daniel Kahneman

**GEOSCIENCE**

MATLAB® Recipes for Earth Sciences

By Martin H. Trauth

Elements of 3D Seismology

By Christopher L. Liner

Seismic Amplitude: An Interpreter's Handbook

By Rob Simm, Mike Bacon

**STATS, MATHS & MACHINE LEARNING**

Bayesian Data Analysis

By Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin

Machine Learning: A Probabilistic Perspective

By Kevin P. Murphy

Linear Algebra: Step by Step

By Kuldeep Singh

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition

By Trevor Hastie, Robert Tibshirani, Jerome Friedman

**PROGRAMMING**

Code: The Hidden Language of Computer Hardware and Software

By Charles Petzold

Clean Code: A Handbook of Agile Software Craftsmanship

By Robert C. Martin