Decision Intelligence News
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Decision Intelligence News
AI/BI/CI/DI: Decision intelligence (DI) solves the world's most complex problems by connecting actions to outcomes.  It connects collaborating human decision makers to knowledge and also to technologies like machine learning, AI, deep learning, visual decision modeling, complex systems modeling, big data, predictive analytics, UX design, statistical analysis, business intelligence, business process management, causal reasoning, evidence-based analysis, and more. See https://en.wikipedia.org/wiki/Decision_Intelligence. For an overview, see the webinar at http://youtu.be/XRTJt3bVCaE, http://www.lorienpratt.com, and the Decision Intelligence group: http://www.linkedin.com/groups?gid=205078.   Also, my company offers DI and machine learning consulting services.  See http://bit.ly/1X8O2zF to learn more.  Don't miss the latest DI news! Sign up at subscribe.decisionintelligencenews.com.
Curated by Lorien Pratt
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Scooped by Lorien Pratt
October 28, 2022 1:11 PM
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2022 Total Economic Impact Study Reveals A 518% ROI with Gurobi

2022 Total Economic Impact Study Reveals A 518% ROI with Gurobi | Decision Intelligence News | Scoop.it

"According to study participants, Gurobi enables them to solve problems significantly faster than open-source solvers, other commercial solvers, and spreadsheet-based optimization tools. Specifically, participants reported that Gurobi reaches optimality 10x faster than other commercial solvers."

Lorien Pratt's insight:

This article focuses on optimization: an important element of the DI technology stack. Decision modeling lets us identify the outcomes we want, available actions, causal chains from actions to outcomes, and the data, models, and human expertise that inform causal chains from action to outcomes. Once we have a decision modeling, simulation and optimization then lets us use the model to explore decision behavior and find the best actions to take to achieve our outcomes.

In the future we'll see optimization tools like those from Gurobi integrated with the other elements of the DI stack, following an emerging industry architecture.

Scooped by Lorien Pratt
August 26, 2014 1:37 PM
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Always wanted to learn Decision Intelligence? Start right now.

Here's a nine-part video introduction to Decision Intelligence. 



Lorien Pratt's insight:

A video tutorial series to learn decision intelligence

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Scooped by Lorien Pratt
February 9, 2019 11:19 AM
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The ML Surprise

The ML Surprise | Decision Intelligence News | Scoop.it
When I talk to practitioners that have had a lot of experience building and scaling these ML systems inside Google, I hear a very different story. Based on these conversations, optimizing an ML algorithm takes much less relative effort, but collecting data, building infrastructure, and integration each take much more work. The differences between expectations and reality are profound.
Christophe Acher's curator insight, February 10, 2019 6:04 AM
Fair comment from Lorien. That's one of the reason we designed VANTIQ: to orchestrate the flow of data (most of the time realtime or stream) and ML into event driven apps independent from the infrastructure.
zoulder houd's curator insight, October 31, 2022 2:47 AM

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