Which of the Following Are Not Steps in a Typical

question 49

Multiple Choice

Which of the following are not steps in a typical machine-learning case study?

• A) loading the dataset and exploring the data with pandas and visualizations
• B) transforming your data (converting non-numeric data to numeric data because scikit-learn requires numeric data) and splitting the data for training and testing
• C) creating, training and testing the model; tuning the model, evaluating its accuracy and making predictions on live data that the model hasn't seen before.
• D) All of the above are steps in a typical machine-learning case study.

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Definitions:

Multiple Husbands

A marital arrangement where a woman has several husbands at the same time; also known as polyandry.

Groupthink

A phenomenon in which the desire for harmony or conformity in the group results in an irrational or dysfunctional decision-making outcome.

Task Orientation

A focus on completing assigned tasks or achieving specific goals, often used to describe work ethics or learning strategies.

Relationship Orientation

An individual's tendency to prioritize and value interpersonal relationships in various contexts.