You have a Jupyter Notebook that contains Python code that is used to train a model. You must create a Python script for the production deployment. The solution must minimize code maintenance. Which t

Question

Options

• ARefactor the Jupyter Notebook code into functions
• BSave each function to a separate Python file
• CDefine a main() function in the Python script
• DRemove all comments and functions from the Python script

• A
  82% (37)
• B
  7% (3)
• D
  11% (5)

Explanation

The two correct actions are (A) Refactor the Jupyter Notebook code into functions and (C) Define a main() function in the Python script. Refactoring into functions organizes the logic into reusable, testable units and removes the cell-by-cell execution model of notebooks. Defining a main() function and guarding it with 'if name == "main":' is standard Python script structure, enabling the script to be run directly or imported as a module. Saving each function to a separate file (B) would fragment the code unnecessarily and increase maintenance. Removing all comments and functions (D) would produce unreadable, unmaintainable code.

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