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Fix pip Installing Into the Wrong Python Environment Level: Intermediate

Reproduce an interpreter mismatch, compare executable, pip and module paths, then verify the repair from the Python environment that runs the application.

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Fixing ModuleNotFoundError in Python, One Cause at a Time Level: Intermediate

ModuleNotFoundError has a handful of causes: the wrong Python, an inactive virtual environment, the wrong folder, or a file that shadows a module. Check them in order instead of reinstalling.

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Python if __name__ == "__main__": What It Does and When You Need It Level: Intermediate

Importing a file runs it. if __name__ == "__main__" keeps a file's script part from running when another file imports it. Use it with a main() function, and know the cases where you don't need it.

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pip freeze vs Writing requirements.txt by Hand: Which One to Use Level: Intermediate

pip freeze gives exact versions but hides what you chose. A hand-written file shows what you chose but isn't exact. For anything you deploy, keep both: one file for intent, one frozen for exact versions.