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Using your browswer the Download page should direct you to operating system for your computer:
PC, MacOS, Linux
You will get a VERY large, single file ~ 700 MB. So get a cup of coffee ...
The file will go into your Downloads Folder
Installation only requires double-clicking on the downloaded file and accept the two defaults.To run Jupyter, open your CMD [Windows] or Terminal [MacOS and Linux] and type in Jupyter or Jupyter Notebook. This opens a Browser file which starts at http://localhost:8888/tree, DO NOT PANIC you should see a list of your computer Folders. I suggest you create a Documents/GitHubProjects folder and create new files!
The quick way is just go to the PDF folder on this page and click on any file. [You can not change any file]
If you use Chrome/Chromium [update to latest version please] you can install an extension nbviewer. Then you go to the Jupyter folder and click on any of the files.