Architecture of a real-world Machine Learning system

There are 9 components in a production ML system — only 1 of which is about modeling. Let’s review them and see how they’re… Read more

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Interpretable Machine Learning

Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable. (more…)

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