Using ChatGPT to generate Python code for data manipulation

Using ChatGPT to generate Python code for data manipulation

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

11th Grade - University

Practice Problem

Hard

Created by

Wayground Content

FREE Resource

The video tutorial explains how to use ChatGPT to generate Python code for transforming a dataset into prompts and completions. It covers the process of prompt engineering, specifying dataset features, and generating code that creates a new dataframe with added columns for prompts and completions. The tutorial also discusses saving the modified dataframe for further use.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the main purpose of using ChatGPT in the context of the lesson?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of converting a data set into prompts and completions.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What features and requirements should be described for effective prompt engineering?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how the Python code interacts with the CSV file.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What specific details about the movies are included in the prompts and completions?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the code handle the creation of new columns in the data set?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of saving the modified data frame in a new CSV file?

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