Gartner Blog Network

Posts from Date:   2020-8

Machine Learning – Shift from Modeling to Engineering

by Sumit Agarwal  |  August 21, 2020

In 2012, Harvard Business Review had published Data Scientist as the sexiest job of 21st century. In 2019, an Indeed survey had Computer Vision Engineer and Machine Learning Engineer as the highest paid tech jobs, ahead of the data scientist. Within seven years, the balance has shifted from modeling to implementation. From focused ML problems […]

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5 Techniques to Troubleshoot a Machine Learning Model

by Sumit Agarwal  |  August 5, 2020

Troubleshooting code in C++ or Java has been fairly easy. With a plethora of tools that help with a step-by-step execution of code to thread analysis at run time to de-compilation of code,  software developers probably take a debug or troubleshooting capability for granted. Data Scientists and other Machine Learning professionals still need to debug […]

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