Скачать или смотреть Software Engineer in the Machine Learning world - Tomasz Melcer - code::dive 2018

For a software engineer, the code is a medium for building applications: modern tools that help millions of people in their daily lives and work. The prime goals are stability, compatibility, human interface, etc… But for a machine learning practitioners, coding is a tool for preparing numerical experiments. Their code is often executed only once and its requirements always change. Buggy code's output may look perfectly fine, yet be severely misleading. And if the code gives a "wrong" result, it does not have to mean the code is wrong! The challenges are different, and their solutions often unique. I will show my story of entering the machine learning field as a software engineer. I'll peek into the culture of machine learning programming and focus on what is different, what is not obvious or even surprising, what are some ways of solving problems peculiar to this quickly developing field.

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