technical debt

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Technical Debt In Machine Learning System – A Model Driven Perspective

Soumen Sarkar
September 9, 2022 at 5:23 pmNovember 23, 2024 at 7:15 am

The aphorism acknowledges that models of our knowledge always fall short of the complexities of reality but can still be useful nonetheless. With this model background, let us delve into this article focusing on specific technical debt in Machine Learning System development.

A Model For Technical Debt In Machine Learning Systems

Soumen Sarkar
August 30, 2022 at 5:45 pmNovember 23, 2024 at 7:15 am

Technical Debt describes what results when development teams take conscious actions to expedite the delivery of a piece of functionality or a project which later needs to be remediated via refactoring.