The FileNotFoundError occurs when Python tries to access a file that doesn’t exist in the specified path. In the context of pickling your ML model, the problem might be due to one of the following issues: First is Incorrect File Path Second, Commenting Out the Pickle Save Code Third, File Deletion or Moving fourth, Read/Write Permissions