Resources
Here are some of my favorite resources - a mixture of books, tutorials, blogs, podcasts and YouTube, and software.
Books
Here are some of my favorite books
Title | Author | Note |
---|---|---|
The Design of Everyday Things | Donald A. Norman | As applicable to programming as it is to the design of toilets |
The First 90 Days | Michael D. Watkins | A great resource for anyone starting a new job - recommended by Lura Long |
The Checklist Manifesto | Atul Gawande | Gawande is one of my favorite writers at the intersection of science and medicine. |
How big things get done | Bent Flyvbjerg, Dan Gardner | Should be required reading for anyone working on projects with teams - recommended by Nicole Mirea |
R for Data Science | Hadley Wickham, Garrett Grolemund | A great resource for learning R |
Writing R Packages | Hadley Wickham | The bible of R package development |
It | Stephen King | I just wish they would print it in two separate volumes |
Tutorials
Here are some of my favorite online tutorials and guides
Title | Author | Notes |
---|---|---|
Survival Analysis in R | Emily Zabor | A great introduction to survival analysis in R (by a fellow Grinnellian!) |
Blogs
Here are some blogs I like by companies and people I admire
Title | Notes | |
---|---|---|
RStudio Blog | The RStudio blog is a great resource for learning about new features in RStudio and R | |
Danielle Navarro | Danielle Navarro is a cognitive scientist who writes about statistics and programming in R. I was :this: close to joining her for a Postdoc in Sydney. I often wonder how my life would have turn out differently if I had | |
Emily Riederer | Emily Riederer is a leading voice in modern data science |
Podcasts and YouTube
Here are some of my favorite podcasts and YouTube channels
Title | Favorite Episodes |
---|---|
Cautionary Tales by Tim Harford | Wrong Tools Cost Lives |
Software
Here are some of my favorite software tools
Tool | Notes |
---|---|
Notion | I use Notion for project management and note-taking |
RStudio | I use RStudio for all of my R programming |
GitHub Copilot | I use GitHub Copilot to help me write code |