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.
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5 seconds from now, you could be trying Gooder.AI hands on, interactively maximizing the value of #machinelearning deployment. With one click, jump into any of 7 projects – #frauddetection, marketing, #creditscoring, #churn, #healthcare, etc gooder.ai/one-click-trial
❣amzn.to/46O41Nw by @predictanalytic The #AI Playbook offers invaluable insights & practical steps for successful #MachineLearning deployments, proposing bizML as a more current, pertinent, & compelling industry-standard methodology than CRISP-DM.
I'm excited to participate at @twilio's Transform Together in Seattle on October 7! I'll be interviewed in a fireside chat on the realities of implementing AI at enterprise scale. Hope to see you there! transformtogether.twilio.com/transformseatt…
Gooder AI has launched its professional services. Stop letting great #models gather dust. Let's work together to maximize the operationalized value of #predictiveAI – and create compelling biz cases that get your ML projects deployed & delivering value gooder.ai/services
We need to unf*ck ML. #PredictiveAI offers tremendous potential – but it has a notoriously poor track record. Most initiatives fail to deploy, never realizing value. #GooderAI empowers stakeholders & #datascientists to plan, sell & greenlight deployment. gooder.ai/white-paper
#Datascientists consider #businessmetrics more important than technical #metrics – yet in practice they focus more on technical ones. This derails most #predictiveAI projects. So, why? Check out my latest in @Forbes forbes.com/sites/ericsieg…
forbes.com
How To Un-Botch Predictive AI: Business Metrics
Data scientists consider business metrics more important than technical metrics – yet in practice they focus more on technical ones. This derails most projects. So, why?
Shouldn't a great #MLmodel be a sure bet to deploy? No. It won’t deploy because you haven't closed the sale. When you deliver a model, you haven't necessarily finished selling, no matter how much of a done deal it may seem to be. forbes.com/sites/ericsieg…
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
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A Gooder AI case study and demo: profiting on machine learning
Generative AI has taken over! But does this make sense? 🤔 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 ▶️…
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: linkedin.com/pulse/68-ease-…
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/pulse/68-ease-…
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.…
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/ericsieg…
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/pro…
Gooder.ai 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 youtu.be/FGMmQvtn3CI&li… #MLvaluation
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How to get started hands on with Gooder AI – Gooder AI intro #5
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&li…
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Demo – Competing KPIs and uncertain business factors – Gooder AI...
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: forbes.com/sites/ericsieg…
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: youtu.be/RtXpyx4vOx4&li… #MLvaluation
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Why predictive AI valuation is so rare – Gooder AI intro #3
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). youtu.be/BYu3R7AWQcU&li… #MLvaluation
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Why predictive AI must be *valuated* – Gooder AI intro #2
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&li… #MLvaluation
youtube.com
YouTube
Why predictive AI needs profit curves – Gooder AI intro #1
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