Eric Siegel
@predictanalytic
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Founder of Machine Learning Week, author of "The AI Playbook" and the best-seller "Predictive Analytics," former Columbia U. professor, and Forbes contributor.
SF Bay Area
Joined May 2009
Your model's AUC is 0.86. Your boss's eyes have glazed over. Sound familiar? The biggest hurdle for #datascientists isn't building the model; it's proving its dollar value. See how one medical group translates a no-show model into a clear business case
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RT @InfosysAmericas: Generative AI has taken over! But does this make sense? 🤔 Eric Siegel (@predictanalytic) joined @MylesSuer to discuss….
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In this 2-minute clip, I clarify why #predictiveAI – aka #predictiveanalytics – will always be important and valuable, no matter how good genAI gets. For the full podcast interview:
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AGI is 1,000+ years away and all the overpromising #AIhype is going to cost us – yet #predictiveAI and #genAI, both valuable in their own rights, have even more potential when combined. It was a pleasure appearing on "The Only Constant" with Lasse Rindom.
linkedin.com
Has generative AI outrun traditional machine learning? Do we still need to know with certainty what we base our decisions on? Can predictive analytics work with generative? And is AGI ever going to...
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RT @InfosysAmericas: Data science is great at generating value. That being said, there's a lot of value that has already been generated, an….
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The @Gartner_inc #HypeCycle normalizes an irrational, costly industry habit: misleading hype. And when it comes to #agenticAI, the overpromising is worse than ever. Read my latest in @Forbes:
forbes.com
The Gartner Hype Cycle normalizes an irrational, costly industry habit: misleading hype. And when it comes to agentic AI, the overpromising is worse than ever.
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RT @RBmediaAuthors: Purchase the "Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die, Revised and Updated" audiobo….
audiobooks.com
Award-winning | Used by over 30 universities | Translated into 9 languages An introduction for everyone. In this rich, fascinating — surprisingly accessible — introduction, leading expert Eric Siegel...
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provides unique, crucial visibility into your #predictiveAI project's potential business value – so that your deployment will realize that value. Watch this quick overview to see how easy it is to get started hands-on #MLvaluation.
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Want to get your #MLmodels deployed? Watch this demo of see 1) how to strike a balance between competing #KPIs in the deployment of #predictiveAI and 2) how to deal with uncertainty in KPI calculations in the first place.
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𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐈𝐬 𝐓𝐡𝐞 𝐍𝐞𝐰 𝐕𝐚𝐩𝐨𝐫𝐰𝐚𝐫𝐞. The hype term “#agenticAI” repackages pie in the sky #AI ambitions, but does not allude to any particular advancement that might achieve them. Read my latest in @Forbes:
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Establishing the potential business value of #machinelearning models is absolutely critical – so why do #datascientists so rarely do it? Watch this short video for the answer to this damn good question: #MLvaluation.
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Here's why it's absolutely critical to estimate the business value of #predictiveAI – *before* you deploy it – rather than sticking with only the standard technical metrics (like accuracy, precision, recall, and AUC). #MLvaluation.
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What is a #profitcurve and why do all #predictiveAI projects need one? Watch this short video for a quick overview, illustrated with examples: #MLvaluation.
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RT @InfosysAmericas: How can your organization use machine learning for successful AI projects? Eric Siegel, Ph.D. joined @MylesSuer to bre….
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RT @InfosysAmericas: AI success requires a defined playbook. 📔. Eric Siegel, Ph.D joined @MylesSuer to explain how BizML works in practice.….
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Most #predictiveAI projects neglect to estimate the potential profit – a practice known as #MLvaluation – and that spells project failure. Read my latest in @Forbes for the how-to:
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is the only OTS solution for navigating biz considerations when establishing the #decisionthreshold for #predictiveAI deployment. But. you mostly view the decision *boundary*, not the decision threshold. So how do the two relate?
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"The AI Playbook" is available in Spanish! #bizML
machinelearningkeynote.com
In his bestselling first book, Eric Siegel explained how machine learning works. In The AI Playbook, he shows how to capitalize on it.
Eric Siegel presenta un modelo práctico en seis pasos para llevar los proyectos de #machinelearning desde su concepción hasta su implementación. La mejor herramienta es la más difícil de utilizar y esta guía te allana el camino para dominar la #IA. 🤖✨. 👉
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To perform #MLvaluation, your cosmetic setup is key to both understanding and sharing with others. Here's how to configure to fully align with each #predictiveAI project.
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