I walk through how to upgrade pip on Windows following these steps:
1. Go to: C:\Users\[user_name]\AppData\Local\Programs\Python\[your python version, like: Python38-32]
2. Type in 'cmd' in the Windows Explorer bar to open CMD at this directory
3. Run command: python -m pip install --upgrade pip