DataRobot
MARCH 10, 2021
The current generation of AI systems is powered by machine learning , a technology that involves learning by example rather than waiting for humans to manually code rules into a computer system. Deploy the machine learning model into production. Is autonomy a realistic promise or is it simply marketing hype?
Occam's Razor
MARCH 23, 2021
A key part of how this manifested in our work was doing truly super-advanced machine-learning powered analysis to answer hard questions that few can successfully. Underpinning our Smart Lessons work is the very basic – incredibly complex – art of picking the right Key Performance Indicator.
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O'Reilly on Data
OCTOBER 13, 2020
Similarly, in “ Building Machine Learning Powered Applications: Going from Idea to Product ,” Emmanuel Ameisen states: “Indeed, exposing a model to users in production comes with a set of challenges that mirrors the ones that come with debugging a model.”. objective functions, major changes to hyperparameters, etc.)
Occam's Razor
FEBRUARY 28, 2017
A Key Performance Indicator (KPI), our industry’s lingo for what becomes The metric, has massive influence. Identity is key because currently targeting capabilities far out-strip any organization's ability to take advantage of it. And, you can’t discount a contribution the quality of leaders. Humans are pavlovian.
datapine
JANUARY 31, 2022
They’re about having the mindset of an experimenter and being willing to let data guide a company’s decision-making process. Team members at Lieferando said that “our new real-time dashboards allow us to monitor all major business operations through customized Key Performance Indicators.
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