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Eric Siegel - The Myths and Potential of Machine Learning Operations

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Manage episode 398769965 series 3450846
Content provided by Gemini. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Gemini or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

Eric Siegel, Ph.D., is a former Columbia University professor, founder of the Predictive Analytics World and Deep Learning World conference series. Siegel authored the bestselling book, "Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die," which is a textbook at university courses worldwide.
In this episode, Eric Siegel talks about his new book, The AI Playbook: Mastering the Rare Art of Machine Learning Deployment, and the core principles it lays out for ML implementation. This condensed discussion includes practical knowledge such as: Why most data scientists are too technical for their own good, how UPS saved millions with effective implementation of ML, the organization-wide onboarding required to make lasting changes through analytics and why hype about AGI is sometimes irrelevant in a world where most businesses haven't even learned the core lessons of ML and predictive analytics.

  continue reading

42 episodes

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Manage episode 398769965 series 3450846
Content provided by Gemini. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Gemini or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

Eric Siegel, Ph.D., is a former Columbia University professor, founder of the Predictive Analytics World and Deep Learning World conference series. Siegel authored the bestselling book, "Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die," which is a textbook at university courses worldwide.
In this episode, Eric Siegel talks about his new book, The AI Playbook: Mastering the Rare Art of Machine Learning Deployment, and the core principles it lays out for ML implementation. This condensed discussion includes practical knowledge such as: Why most data scientists are too technical for their own good, how UPS saved millions with effective implementation of ML, the organization-wide onboarding required to make lasting changes through analytics and why hype about AGI is sometimes irrelevant in a world where most businesses haven't even learned the core lessons of ML and predictive analytics.

  continue reading

42 episodes

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