Which of the following are the three activities in the data acquisition activities for data preparation?

The correct answer is C. Identifying, gathering, labelling. The syllabus defines data acquisition as consisting of three steps: "Data acquisition: The activity of acquiring data relevant to the business problem to be solved by an ML model, typically involving the activities of identifying, gathering and labelling data."

Machine Learning (ML)

Question

Options

ACleaning, transforming, augmenting
BFeature selecting, feature growing, feature augmenting
CIdentifying, gathering, labelling
DBuilding, approving, deploying

How the community answered

(15 responses)

A
7% (1)
B
13% (2)
C
73% (11)
D
7% (1)

Explanation

The syllabus defines data acquisition as consisting of three steps: "Data acquisition: The activity of acquiring data relevant to the business problem to be solved by an ML model, typically involving the activities of identifying, gathering and labelling data."

Topics

#data acquisition#data labelling#data gathering#data preparation

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