thinQmaster Virtual testing partner Adaptive practice exams that find your weak spots and drill them. Every answer explained. From $69
Enroll

thinQmaster

Find your exam

Five questions free, before you decide.

Step 1 · choose a vendor

In one of our camps? Your practice exams come with the tuition — they are on your study page already.

AI & Machine Learning · Intermediate

ML Pipeline

An automated, repeatable sequence of steps such as data preparation, training, evaluation and deployment.

Definition

Pipelines make ML workflows reproducible and schedulable, and enable continuous training. Tools include SageMaker Pipelines, Vertex AI Pipelines (Kubeflow Pipelines), Azure Machine Learning pipelines, Kubeflow and Apache Airflow.

Exam tip

Pipelines make ML workflows repeatable and are the foundation for continuous training.

Related terms