The Dr. Data Show with Eric Siegel and Luba Gloukhova
Eric Siegel

Nieuwste aflevering
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- In this episode, Eric Siegel narrates his article:
Jev Fever: Predictive AI Is Superhot Again
A new breed of models has rejuvenated predictive AI. But successful deployment demands a new business-value playbook.
... and then Eric summarizes his follow-on article:
Jev AI Will Make You Money – But Exactly How Much?
AI users are pouncing on the new predictive capabilities of Jev and its competitors. But to make money with Jev, you must also "valuate" it for your project. - Listen in full to the new preface to Eric Siegel's The AI Playbook:
Predictive AI Thrives, Despite Generative AI Stealing the Spotlight
This is the new preface to the paperback edition of The AI Playbook: Mastering the Rare Art of Machine Learning Deployment.
Special offer: Pre-order the paperback of The AI Playbook now and receive free, immediate access to the audiobook.
This was also published as an adapted article in:
CDO Magazine: GenAI May Own the Hype, but Predictive AI Also Delivers Value
The Machine Learning Times: GenAI Owns the Hype, but Predictive AI Is Thriving - What's the strongest anti-AGI case, the argument that reveals the fallacies underlying the belief that AGI is a viable goal – as well as the AI doomerism that believing AGI will soon arrive often spawns? Princeton professor Arvind Narayanan recently made a statement that we feel deserves amplification: For real-world problems, machines face some of the same key fundamental limits and challenges that humans face.
Listen to Luba and Eric unpack, explore, and expound. #noAGI - In this episode we cover:
- Why predictive AI and generative AI are destined to remain inherently distinct
- Why comparing them is unavoidable, even though they solve different problems
- How they compare
- How companies should balance investments between the two - In this episode, we talk about real, truly deployed LLM-based systems that push the limits of autonomy. How can we "tame" LLMs to create feasible, practical solutions that are viable for deployment? What are their ultimate limitations?
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Eric Siegel and Luba Gloukhova cover why machine learning is the most important, most potent, and most misunderstood technology. And did we mention most important?Yup, it’s the most important – yet most new ML projects fail to deliver value. This podcast will help you:- Make sure machine learning is effective and valuable- Catch common machine learning oversights- Understand ethical pitfalls – concretely- Sniff out all the ”artificial intelligence” malarkyThis podcast is for both data scientists and business leaders of all kinds – such as executives, directors, line of business managers, and consultants – who are involved in or affected by the deployment of machine learning.To get machine learning to work, both the tech and business sides must make an effort to reach across wide chasm.About the host:Eric Siegel, Ph.D., is a former Columbia University professor who helps companies deploy machine learning. He is the cofounder and CEO of Gooder AI, the founder of the long-running Machine Learning Week conference series, the instructor of the acclaimed online course “Machine Learning Leadership and Practice – End-to-End Mastery,” executive editor of The Machine Learning Times, and a frequent keynote speaker. He wrote the bestselling "Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die," which has been used in courses at hundreds of universities, as well as "The AI Playbook: Mastering the Rare Art of Machine Learning Deployment." Eric’s interdisciplinary work bridges the stubborn technology/business gap. At Columbia, he won the Distinguished Faculty award when teaching the graduate computer science courses in ML and AI. Later, he served as a business school professor at UVA Darden. A Forbes contributor, Eric publishes op-eds on analytics and social justice.
https://www.machinelearningweek.comhttps://www.bizML.comhttp://www.machinelearning.courseshttp://www.thepredictionbook.com
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The Dr. Data Show with Eric Siegel and Luba Gloukhova
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