**Books and Book-like Things**

*Stats, Machine Learning, and Related*

Advanced Data Analysis from an Elementary Point of View

Broadening Your Statistical Horizons

Computer Age Statistical Inference

Discrete Choice Methods with Simulation

Elements of Statistical Learning

Forecasting: Principles and Practice

*Data Science, Visualization, and Related*

Computational and Inferential Thinking

Data Visualization: A Practical Introduction

Foundations of Data Science (pdf)

Fundamentals of Data Visualization

Neural Networks and Deep Learning

Python Plotting for Exploratory Data Analysis

*Assorted Other Topics*

**Data Sets**

Diagnostic and Biomarkers Statistical Center