Gartner Blog Network

Category: 'artificial-intelligence' Blog Posts

from the Gartner Blog Network

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...

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Data in the News : Tax and Explainable AI

by Andrew White  |  June 2, 2020

I saw two news articles today that emphasizes the role of data in our world. Both explore various public policy initiatives - one proposing a tax on data that would...

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Robust Machine Learning needs Data and a Lot More

by Sumit Agarwal  |  May 27, 2020

“It is a capital mistake to theorize before one has data. Insensibly one begins to twist facts to suit theories, instead of theories to suit facts.” Sir Arthur Conan Doyle,...

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Decision Making with Uncertainty Requires Wideward Thinking

by Andrew White  |  May 4, 2020

Everything Changes COVID-19 and the related economic fallout has pushed organizations to extreme cost optimization decision making with uncertainty. As a result, Data, Analytics and AI are in even greater...

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Microsoft Could Revitalize Knowledge Management With Project Cortex

by Darin Stewart  |  January 22, 2020

Everybody wants effective knowledge management in their enterprise. Nobody wants to exert the effort or commit the resources necessary to make KM happen. Creating and capturing knowledge is a pain...

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It's all about the data - not the algorithm

by Andrew White  |  November 12, 2019

I have blogged in the past on the importance of data in our AI-infused world emerging around us - see Microsoft Targets Mother of All Professional-People Master Data with LinkedIn...

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When Machine Learning Prediction Excels

by Jitendra Subramanyam  |  July 6, 2019

Meet the Chief Data and Analytics Officer research team | Check out our research In the previous post, Prediction Models: Traditional versus Machine Learning, we looked at 3 kinds of...

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Book Review: AI Super-Powers: China, Silicon Valley, and the New World Order

by Andrew White  |  June 28, 2019

Book Review: AI Super-Powers: China, Silicon Valley, and the New World Order, by Kai-Fu Lee, 2018. Houghton Mifflin Harcourt. Mr. Lee is the ex-President of Google China and now chairmen...

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Prediction Models: Traditional versus Machine Learning

by Jitendra Subramanyam  |  June 8, 2019

Meet the Chief Data and Analytics Officer research team | Check out our research Machine learning models are constructed differently from traditional quantitative models. Two Types of Traditional Prediction Models...

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The Good, the Bad, and the AI

by Andrew White  |  May 30, 2019

AI is not ugly, that’s for sure.  AI is a promising technology, and it is certainly in the limelight.  Several articles in the papers over the last few weeks highlight...

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