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Homebrew (open ’Terminal’ program and paste in the command on the website. This may also prompt you to install XCode - please do so (it may take awhile)) - this is a package manager that makes installing command-line tools easier
Tesseract (once Homebrew is installed (which may be 5-10 mins, not includign XCode update), in Terminal, type brew install tesseract) - this performs OCR on images of text
Windows Only
Cygwin - command-line software with several tools built in
Strongly recommended, but not necessarily required
A plain text editor (either Sublime Text or Atom are recommended)
Spreadsheet software (Excel, Libre Office, anything that will open a spreadsheet)
Python 3 (Windows: https://www.python.org/downloads/windows/; Mac: Open Terminal and type brew install python3) will be helpful in one of the exercises, but you won't miss out on much if you just watch.