Towards Quality Assurance in Machine Learning
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Towards Quality Assurance in Machine Learning

ByYunus Bulut

I had a chance to attend the PyConDE & PyData Berlin event this year where I gave a talk on machine learning (ML) testing and validation. Now the recording is available on YouTube and if you’re interested in how to bring “quality management” in machine learning pipeline, you may find the talk interesting. I also…

Model Validation and Monitoring: New phases in the ML lifecycle
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Model Validation and Monitoring: New phases in the ML lifecycle

ByYunus Bulut

Validation/testing and monitoring of the ML models might be a luxury in the past. But with the enforcement of the regulations on artificial intelligence, they are now indispensable parts of the machine learning pipeline. In the last decade, machine learning (ML) research and practice have gone a long way in establishing a common framework in designing systems and applications…