angle-left HI-FIT – Human Intelligence for Future Innovation Technologies (2021)
HI-FIT – Human Intelligence for Future Innovation Technologies (2021)

We shall discuss the various ways in which data science is approached by different communities, including the Statistics, Machine- Learning, and Database communities. Each presents a different viewpoint and values different outcomes. Some consequences of these approaches will be discussed. As an example of why data science is not just machine learning, we shall sketch two important algorithms not in this class: locality-sensitive hashing and approximate counting.

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