847 karma · joined March 3, 2011
Orange is another one which is based on Python instead of R and free. https://en.wikipedia.org/wiki/Orange_(software)
Personally, I find it best to use R with VS code for all my statistical need.
https://press.princeton.edu/books/hardcover/9780691156668/th...
Overall very short book and kind of repeats but is very clearly written. Leans towards academic thinking but I think it is pretty good. 5 elements refers to earth, fire, air, water, and the 5th element is the one which will hopefully "change" your thinking.
1)The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century https://en.wikipedia.org/wiki/The_Lady_Tasting_Tea This book is about the history of Statistics which is weaved through the some remarkable personal stories behind the history of Statistics. If you have ever used statistics, some of the words will sound familiar and will help to understand the history behind it.
2)The Song of the Cell: An Exploration of Medicine and the New Human https://www.simonandschuster.com/books/The-Song-of-the-Cell/... I am still reading this book but I have read his previous book, "The Emperor of All Maladies" so knew his style. Again I enjoy historical perspective and this one tells about how we thought of the cell. It almost reads like textbook but is much interesting read than textbook. Brought some of the memories from my cell biology class. Always fascinating on how we take some things for granted such as blood transfusion came along in first place. He also narrates some his personal experience in between to make it even more readable.
In short, I love tech and biology sparkled with history.
" John Hammond: You're right. You're absolutely right. Hiring Nedry was a mistake, that's obvious. We're over-dependent on automation. I can see that now. Now, the next time, everything is correctible... "
VScode feels more refreshing as compared to RStudio. I love the extensions within VScode that allows it more flexibility as compared to RStudio. Also ability to view hex code as colors in the editor itself. Plus the ability to sync settings using GitHub is so convenient when using multiple computers. On the flip side, Rstudio is more convenient for beginners and being very R focused helps to focus on the "Statistics and data munging".
As for the Rstudio as a company, they have supported Python in the past but with the Quarto they went to extend beyond that. I feel Quarto is still work in progress and has more ambitious outlook as compared to RMarkdown. RStudio cloud is a good option when one have to use specific version of R and alleviates the "Reproducibility" issue to some extent. Especially, when someone does not want to deal with Docker or similar platform. I think RStudio cloud is one of my favorite offering from the company.
Vscode - I was very skeptical of this text editor but it won me over. There are some rough edges but overall very good.
MacOS - Overall a stable operating system.
R Programming Language - Has flaws but works generally good to explore and clean data. Special thanks to Ggplot2 to make it bearable to make plots.
Folder Peek - Allowing me to switch different projects/folder from Menu bar.