Lets look at this two extensions that you need to install. With Visual Studio Code, you can host your Jupyter Notebook seamlessly into the editor and take advantage of its rich features like intellisense, code completion, linting and beautiful themes (because sometimes Jupyter Notebooks white canvas is boring, but you can also change the theme by reading this stackoverflow discussion). I would assume that Python is already installed and if you are using virtual environments, virtualenv is up and running.
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