1. Residual Networks

    Abstract

    Understanding the content of an image is a long-standing challenge in computer vision. In the last five years, the state-of-the art has advanced far beyond scanning checks and facial recognition to the point where, on certain benchmarks, object classification performed by a machine exceeds human level accuracy.

    A representative …

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  2. Python for (Data) Science

    [Note: This post started out as a letter to a friend who's looking to get into Data Science. It goes without saying it's all my opinion.]

    Data science is very popular...too popular! I'm concerned it'll all collapse in a few years either because expectations are too high, or, more …

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