You Recently Joined a Machine Learning Team That Will Soon

question 11

Multiple Choice

You recently joined a machine learning team that will soon release a new project. As a lead on the project, you are asked to determine the production readiness of the ML components. The team has already tested features and data, model development, and infrastructure. Which additional readiness check should you recommend to the team?

• A) Ensure that training is reproducible.
• B) Ensure that all hyperparameters are tuned.
• C) Ensure that model performance is monitored.
• D) Ensure that feature expectations are captured in the schema.

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Definitions:

Oedipus Complex

A theory in psychoanalytic psychology that describes a child's feelings of desire for the opposite-sex parent and jealousy towards the same-sex parent.

Cardinal Trait

A personality attribute that dominates and shapes an individual's behavior in most situations.

Central

Principal or highly important; this term can relate to main functions, locations, or processes within various fields.

Tertiary

Pertaining to the third order, stage, level, or degree in a sequence.