Domino Data Lab

JANUARY 20, 2019

This Domino Data Science Field Note provides very distilled insights and excerpts from Been Kim ’s recent MLConf 2018 talk and research about Testing with Concept Activation Vectors (TCAV), an interpretability method that allows researchers to understand and quantitatively measure the high-level concepts their neural network models are using for prediction, “ even if the concept was not part of the training “ If interested in additional insights not provided in this blog post, please refe

Testing 63

Testing Modeling Machine Learning Data Science 63

DataRobot Blog

JANUARY 20, 2019

by Jen Underwood. A long time has passed since I’ve last written. Thank you to my peers that have reached out and asked what’s going on. Rapidly growing DataRobot keeps me extremely busy. Read More.

Analytics 56

Analytics Predictive Analytics Machine Learning Data Science 56

Business Over Broadway

JANUARY 20, 2019

Analysis of usage patterns of 16 data science programming languages by over 18,000 data professionals showed that programming languages can be grouped into a smaller set (specifically, 5 groupings). That is, some programming languages tend to be used together apart from other programming languages. A few of the different groupings of languages reflect specific types of applications or specific roles that data professionals could support, including analytics, general-purpose, and front-end effort

Machine Learning 79

Machine Learning Data Science Data-driven Statistics 79