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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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…
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
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
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…
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
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
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
How can your organization use machine learning for successful AI projects? Eric Siegel, Ph.D. joined @MylesSuer to break it down! Step 1️⃣ - Prepare the data Step 2️⃣ - Train the model Step 3️⃣ - Deploy it Want more actionable steps for integrating AI into business? Watch their…
AI success requires a defined playbook. 📔 Eric Siegel, Ph.D joined @MylesSuer to explain how BizML works in practice. Watch the full episode here ▶️ infy.com/4kUrsw6 @predictanalytic
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: forbes.com/sites/ericsieg…
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