Eric Siegel @predictanalytic
Founder of Machine Learning Week, author of "The AI Playbook" and the best-seller "Predictive Analytics," former Columbia U. professor, and Forbes contributor. bizML.com SF Bay Area Joined May 2009-
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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 youtu.be/BT-GnnuN3jA
Generative AI has taken over! But does this make sense? š¤ Eric Siegel (@predictanalytic) joined @MylesSuer to discuss why predictive AI should be getting more airtime from enterprises. Watch their full conversation on the state of AI in the enterprise here ā¶ļøā¦
In this 2-minute clip, I clarify why #predictiveAI ā aka #predictiveanalytics ā will always be important and valuable, no matter how good genAI gets. For the full podcast interview: linkedin.com/pulse/68-ease-ā¦
AGI is 1,000+ years away and all the overpromising #AIhype is going to cost us ā 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/pulse/68-ease-ā¦
Data science is great at generating value. That being said, there's a lot of value that has already been generated, and that needs to be captured. Eric Siegel (@predictanalytic) spoke at length about the state of data science and AI with @MylesSuer for our AI Insights series.ā¦
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/sites/ericsiegā¦
Purchase the "Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die, Revised and Updated" audiobook by 7/30 and save 60%! @predictanalytic, @predictanalytic audiobooks.com/promotions/proā¦
Gooder.ai provides unique, crucial visibility into your #predictiveAI project's potential business value ā so that your deployment will realize that value. Watch this quick overview to see how easy it is to get started hands-on youtu.be/FGMmQvtn3CI&liā¦ #MLvaluation
Want to get your #MLmodels deployed? Watch this demo of Gooder.AI 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. youtu.be/jqkTONuTt8g&liā¦
šš šš§šš¢š šš šš¬ šš”š ššš° ššš©šØš«š°šš«š. The hype term ā#agenticAIā repackages pie in the sky #AI ambitions, but does not allude to any particular advancement that might achieve them. Read my latest in @Forbes: forbes.com/sites/ericsiegā¦
Establishing the potential business value of #machinelearning models is absolutely critical ā so why do #datascientists so rarely do it? Watch this short video for the answer to this damn good question: youtu.be/RtXpyx4vOx4&liā¦ #MLvaluation
Here's why it's absolutely critical to estimate the business value of #predictiveAI ā *before* you deploy it ā rather than sticking with only the standard technical metrics (like accuracy, precision, recall, and AUC). youtu.be/BYu3R7AWQcU&liā¦ #MLvaluation
What is a #profitcurve and why do all #predictiveAI projects need one? Watch this short video for a quick overview, illustrated with examples: youtu.be/aGPsN-GAKhA&liā¦ #MLvaluation
How can your organization use machine learning for successful AI projects? Eric Siegel, Ph.D. joined @MylesSuer to break it down! Step 1ļøā£ - Prepare the data Step 2ļøā£ - Train the model Step 3ļøā£ - Deploy it Want more actionable steps for integrating AI into business? Watch theirā¦
AI success requires a defined playbook. š Eric Siegel, Ph.D joined @MylesSuer to explain how BizML works in practice. Watch the full episode here ā¶ļø infy.com/4kUrsw6 @predictanalytic
Most #predictiveAI projects neglect to estimate the potential profit ā a practice known as #MLvaluation ā and that spells project failure. Read my latest in @Forbes for the how-to: forbes.com/sites/ericsiegā¦
Re-reading @predictanalytic
Gooder.AI 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? youtube.com/watch?v=J5ya8Uā¦
To perform #MLvaluation, your cosmetic setup is key to both understanding and sharing with others. Here's how to configure Gooder.AI to fully align with each #predictiveAI project. youtube.com/watch?v=kH_tUdā¦
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