As part of my on-going series on learning data science and reviewing the latest tools, I ended up needing to work on data analysis with people in different countries. While big companies have their own internal tools for sharing code among teams, there were less available for students and freelancers. Fortunately, two such tools, Google Colab and CoCalc, are emerging to help data scientists collaborate online (Disclosure, I am a contractor with the tech policy nonprofit, Tech4America).
Google's Colaboratory (Colab, for short) began as a research project with makers of the popular online programming notebook, Jupyter. The features have recently ramped up, as machine learning and other data science needs have become more commonplace.
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