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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” malarky

This 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 leading consultant and former Columbia University professor who helps companies deploy machine learning. He is 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. Eric has appeared on numerous media channels, including Bloomberg, National Geographic, and NPR, and has published in Newsweek, HBR, SciAm blog, WaPo, WSJ, and more.

https://www.machinelearningweek.com

http://www.bizML.com

http://www.machinelearning.courses

http://www.thepredictionbook.com

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More from Eric Siegel:

COURSE:

Machine Learning Leadership and Practice – End-to-End Mastery

This end-to-end, three-course series will empower you to launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side best practices.

BOOK:

\nThe AI Playbook: Mastering the Rare Art of Machine Learning Deployment

A Next Big Idea Must-Read

BOOK:

Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die

A bestseller | 12 translations | 6 book awards

CONFERENCE:

Machine Learning Week

The premier machine learning conference series

NEWS SITE:

The Machine Learning Times

The machine learning professionals' leading resource

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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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