Choose whatever you are comfortable and believe in. If there is nothing you can take away from this post, remember one thing: Please don't overcomplicate the sh!t out of everything. But if you want to use Python, Hive and even Shell in the same notebook, you can read further. But then, I like Zeppelin better with out-of-the-box Spark integration.Īnother important note: If you and your organization are strictly R users, please stick with Rstudio! There is nothing that Zeppelin or Jupyter can provide that Rstudio can't for R users. R with Python with Scala.) in the same notebook. where you can run it without opening a browser) and its ability to mix different languages (i.e. The only advantage I see so far for Beaker Notebook is the client binary (i.e. Rodeo is like Rstudio for Python users / data scientists while Beaker Notebook is like a better UI for Jupyter but with significant fewer functionalities. The reason they are not in this comparison is very simple: Most are so early in the maturity level and I ended up didn't really use them enough to compare. Some interesting alternatives are Rodeo and Beaker Notebook. Let's me clarify upfront that there are many other "notebooks" out there like Zeppelin and Jupyter. ![]() I'm not going to talk about the commercial technologies (such as Adatao) and only focus on open source alternatives. That's why I'm writing this post to help learners like myself. As a lifelong student of data science and technology in general, I usually run into challenges of what tool to use and fall in love with. ![]() But life could be complicated with too many choices (especially when we have no idea how to make decision).
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