Welcome! You can find all of my posts on this page. [tags: all]

#### Personal [tags: personal, books]

- [Ongoing] : Book Reviews!
- 3/13/20: Five things I learned from my first job out of college
- 3/08/20: A List of Favorites, circa 2017
- 3/03/20: Notes on “Winners Take All” by Anand Giridharadas

#### Academic [tags: academic, r]

###### I wrote about statistical learning, based on notes from Intro to Statistical Learning by James, Witten, Hastie, and Tibshirani.

- 4/21/20: An Introduction to Statistical Learning
- 4/22/20: Linear Regression
- 4/24/20: Classification
- 4/25/20: Resampling Methods
- 4/27/20: Linear Model Selection and Regularization
- 4/30/20: Moving Beyond Linearity
- 5/01/20: Tree-Based Methods
- 5/02/20: Support Vector Machines
- 5/04/20: Unsupervised Learning

###### I wrote about the basics of using R for data science, based loosely on R for Data Science by Grolemund and Wickham.

- 2/12/20: Basic Data Visualization in R
- 2/15/20: Basic Data Transformation in R
- 2/16/20: Basic Data Exploration in R
- 2/17/20: High-Level Data Wrangling in R: Imports, Pivots, and Joins
- 2/18/20: Data Wrangling in R: Strings
- 2/21/20: Data Wrangling in R: Factors
- 2/22/20: Data Wrangling in R: Dates and Times
- 2/24/20: Programming in R: Pipes, Functions, and Vectors
- 2/24/20: Programming in R: Iteration
- 2/28/20: Model Building in R
- 3/04/20: Creating Simple Documents with R Markdown
- 3/05/20: Graphing in R for Effective Communication