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Section checkpoint · 12

Capstone Project

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 “Define the Unit and Target” and explain how its input is transformed into a valid output.

Compare Baseline and Advanced ModelsDefine the Unit and TargetDeliver a Reproducible ReportTune Hyperparameters

Question 21 point

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

Compare Baseline and Advanced ModelsInterpret ErrorsEvaluate on Held Out DataDeliver a Reproducible Report

Question 31 point

Which concept is most appropriate for this situation: You want to package reusable behaviour behind a name and pass values into it explicitly.

Interpret ErrorsTune HyperparametersCompare Baseline and Advanced ModelsEvaluate on Held Out Data

Question 41 point

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

Interpret ErrorsEvaluate on Held Out DataCreate a Leakage Safe PipelineTune Hyperparameters

Question 51 point

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

Define the Unit and TargetInterpret ErrorsCompare Baseline and Advanced ModelsDeliver a Reproducible Report