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Section checkpoint · 06

Preprocessing

Use this short test to check whether the main ideas from the section are connected in your mind. A strong score means you can recognise the concepts; revisit linked lessons when an answer feels uncertain.

5questionsTarget: 4/5 or better

Question 11 point

Which concept is most appropriate for this situation: You need to apply the idea taught in “Standardisation” and explain how its input is transformed into a valid output.

TransformationsStandardisationRobust ScalingPipelines

Question 21 point

Which concept is most appropriate for this situation: You need to apply the idea taught in “Categorical Encoding” and explain how its input is transformed into a valid output.

Categorical EncodingColumntransformerTransformationsStandardisation

Question 31 point

Which concept is most appropriate for this situation: You need to apply the idea taught in “Transformations” and explain how its input is transformed into a valid output.

Target TransformationsTransformationsStandardisationColumntransformer

Question 41 point

Which concept is most appropriate for this situation: You need to apply the idea taught in “Columntransformer” and explain how its input is transformed into a valid output.

PipelinesTarget TransformationsRobust ScalingColumntransformer

Question 51 point

Which concept is most appropriate for this situation: You need to apply the idea taught in “Target Transformations” and explain how its input is transformed into a valid output.

Target TransformationsTransformationsRobust ScalingCategorical Encoding