Figure 7. A flow diagram of the machine learning data pipeline Internally, the Housedata Ingestion component may access a database storing sales transactions as well as other data sources such as ...

Machine learning workloads require large ... The following diagram shows a typical ML pipeline. It begins with data collection, then comes data preparation, and finally model training.

Machine learning (ML) pipelines consist of several steps to train a model, but the term ‘pipeline’ is misleading as it implies a one-way flow of data. Instead, machine learning pipelines are cyclical ...