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.

Match each pipeline design scenario to the decision it illustrates.

Order the steps for deciding whether to build a modular machine learning pipeline.

Two Design Choices in a Modular Machine Learning Pipeline

Designing a Modular ML Workflow

Key Design Choices in a Modular ML System

Choose Pipeline Stages You Can Train