Machine learning offers a fantastically powerful toolkit for building complex systems quickly. This paper argues that it is dangerous to think of these quick wins as coming for free. Using the framework of technical debt, we note that it is remarkably eas... (more…)
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Machine Learning is a complex technology to comprehend. Check out the top books for learning more about ML in 2020. (more…)
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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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In the sixty years since Arthur Samuel first published his seminal machine learning work, artificial intelligence has advanced from being not as smart as a flatworm to having less common sense than a house cat. (more…)
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Machine learning advancements lead to new ways to train models, as well as deceive them. This article discusses ways to train and defend against attacks. (more…)
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