Weekly Entering & Transitioning Thread | 22 Aug 2021 - 29 Aug 2021

This page summarizes the projects mentioned and recommended in the original post on /r/datascience

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  • WorkOS - The modern identity platform for B2B SaaS
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  • ml-coursera-python-assignments

    Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

  • I also found that a little frustrating. There's Python implementations of it available here.

  • RStudio Server

    RStudio is an integrated development environment (IDE) for R

  • One thing I didn't mention about R/tidyverse is that there's a free IDE called RStudio Desktop that plays very nicely with that workflow - you can edit your main code, run quick bits of test code, view all your data tables and explore their contents, see your graphs, and read the docs, all in one place. The online book I linked to above uses RStudio throughout.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • NumPy

    The fundamental package for scientific computing with Python.

  • If you're going to use Python for data analysis, you'll probably want to learn a package like pandas or NumPy on top of vanilla Python, so you're not necessarily saving yourself much time or effort compared to learning Python and R separately.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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