The Great Strengths and Important Limitations of Google’s Machine Learning Chip

Google has released speed and efficiency comparisons between their TPU chip designed for deep learning applications and Nvidia’s K80 and Intel’s Haswell chips. The TPU crushed the competition. 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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