Apple Machine Learning Journal
At Apple, we believe privacy is a fundamental human right. Our work to protect user privacy is informed by a set of privacy principles, and one of those principles is to prioritize using on-device processing. By performing computations locally on a user’s device, we help minimize the amount of data that is shared with Apple or other entities. Of course, a user may request on-device experiences pow
How Machine Learning Fuels Your Netflix Addiction - RTInsights
Every recommended video you see on Netflix was selected by an algorithm. The company estimates its algorithms produce $1 billion a year in value from customer retention. When intuition fails, data from machine learning can win, according to a recent paper describing Netflix’s  recommendations system. On a Netflix screen, a user is presented with about 40 rows of video categories, with each row con
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