Data Science UA 2018
17 марта 2018, Киев, Украина
Data Science UA 2018
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How we Learned to Stop Worrying and Love Machine Learning
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О спикере

Olexiy is developing an interactive platform for data science and machine learning. Olexiy also consults product teams across Google on the best practices of applied machine learning. Olexiy has used his experience to improve Play Store search, YouTube search, and YouTube recommendations systems. Previously, Olexiy was an SRE for storage systems in Dublin, Ireland. Prior to Google, he coordinated algorithm competitions for TopCoder, and was a SWE for Materialise. In 2004, Olexiy earned his MS degree in computer science from Kyiv University.

О докладе

How optimizing a metric is different from creating a lovable product? How a human can control and guide the machine? Why predictable behavior and understandable long-term effects are crucial for your product?
We will try to answer those questions, and will talk about limitations of the “pure” machine learning approach. Aslo, we will see practical workflows which allow engineers to combine their intuition with the power of machine learning to build great products.

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