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Here are some apps I use every day:
- Anki, a flashcard app for memorizing facts with spaced repetition. See [my spaced repetition page]({{ site.url }}/spaced_repetition) for more information.
- Todoist, a powerful to-do list app with good natural-language input ("water my plants every 12 days starting May 8") and, gloriously, a global Mac hotkey to add a new task without switching to the app. Free unless you want to get notifications on your phone.
- Workflowy, a zoomable bulleted list for taking notes, planning projects, organizing thoughts, writing recipes, etc. Free with a limited number of bullets.
- Magnet, a simple Mac utility for managing windows with keyboard shortcuts.
My experience is mostly in R and Python. Here are some references that I've found particularly useful:
- R for Data Science, a great summary of modern R by one of its modern architects, Hadley Wickham.
- The entire tidyverse, an opinionated collection of R packages designed for data science.
- The Truthful Art, a book about the fundamentals of data visualization by Alberto Cairo.