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Jacob Cow, from the YouTube channel "Nerd of the Street," discusses how to compile software from source code. Open source software allows access to source code for anyone to view and modify. While most programs are installed from binary packages, occasionally you may need to compile a program from source code to run it on your computer. This process involves taking readable source code and translating it into a binary executable file.