AI News, Why is QA needed for Machine Learning Models?

Why is QA needed for Machine Learning Models?

Given that the machine learning models are also a kind of conventional software application, the quality assurance principles applied to the conventional software development would or should also apply to build the machine learning models.

Given that the machine learning models are said to be non-testable, it presents a set of challenges to do the quality control checks or perform testing of machine learning models from a quality assurance perspective.

The following are some of the reasons why Quality Assurance (QA) would be required for performing quality control checks on machine learning models: You may want to check related posts such as the following in relation to testing machine learning models from QA perspective: (adsbygoogle = window.adsbygoogle ||

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