Data Science Pipeline Meaning
Data Science Pipeline Meaning . In computing, a pipeline, also known as a data pipeline, is a set of data processing elements connected in series, where the output of one element is the input of the next one. First you ingest the data from the data source. Azure Machine Learning Services — MLOps by Balamurugan from medium.com Data collection and cleaning are the primary tasks of any machine learning engineer who wants to make meaning out of data. Understanding the typical work flow on how the data science pipeline works is a crucial step towards business understanding and problem solving. It captures source system characteristics such as data formats, data structures, data schemas and data definitions.