Learn Before
Choosing Steps and Connections in a Pipeline
If you decide not to build an end-to-end system, you still have to make two design choices: which stages the pipeline should include and how those stages should pass information to one another.
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Learn After
Use an Intermediate Detector When It Simplifies the Next Step
In a modular machine learning pipeline, what two design choices must be made first?
If a team does not build an end-to-end model, it no longer needs to decide how the system is divided into stages.
When a machine-learning task is split into several stages, you must design the _____ and decide how each stage passes information to the next.
Match each system-design term to its description.
Order the steps for designing a machine learning system that is not end-to-end.
In a multi-stage machine learning system, what does it mean for one stage to 'feed into' the next stage?
True or False: When you design a pipeline that is not end-to-end, you must choose both the individual stages and the way information moves from one stage to the next.
When assembling a multi-step workflow, you still need to decide how the pieces should _____ together.
Match each pipeline design scenario to the decision it illustrates.
Order the steps for deciding whether to build a modular machine learning pipeline.
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