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?

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.

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