O'Reilly Data Show Podcast

Make data science more useful


Listen Later

In this episode of the Data Show, I speak with Cassie Kozyrkov, technical director and chief decision scientist at Google Cloud. She describes “decision intelligence” as an interdisciplinary field concerned with all aspects of decision-making, and which combines data science with the behavioral sciences. Most recently she has been focused on developing best practices that can help practitioners make safe, effective use of AI and data. Kozyrkov uses her platform to help data scientists develop skills that will enable them to connect data and AI with their organizations’ core businesses.

We had a great conversation spanning many topics, including:

  • How data science can be more useful
  • The importance of the human side of data
  • The leadership talent shortage in data science
  • Is data science a bubble?
  • Related resources:

    • “Managing machine learning in the enterprise: Lessons from banking and health care”
    • “Managing risk in machine learning”
    • “What are model governance and model operations?”
    • “Becoming a machine learning company means investing in foundational technologies”
    • Forough Poursabzi Sangdeh: “It’s time for data scientists to collaborate with researchers in other disciplines”
    • Jacob Ward: “How social science research can inform the design of AI systems”
    • “AI and machine learning will require retraining your entire organization”
    • Ihab Ilyas and Ben lorica on “The quest for high-quality data”
    • “Product management in the machine learning era”—a tutorial at the Artificial Intelligence Conference in San Jose
    • ...more
      View all episodesView all episodes
      Download on the App Store

      O'Reilly Data Show PodcastBy O'Reilly Media

      • 4
      • 4
      • 4
      • 4
      • 4

      4

      63 ratings


      More shows like O'Reilly Data Show Podcast

      View all
      Data Skeptic by Kyle Polich

      Data Skeptic

      475 Listeners

      Software Engineering Daily by Software Engineering Daily

      Software Engineering Daily

      625 Listeners

      O'Reilly Radar Podcast - O'Reilly Media Podcast by O'Reilly Media

      O'Reilly Radar Podcast - O'Reilly Media Podcast

      35 Listeners

      O'Reilly Design Podcast - O'Reilly Media Podcast by O'Reilly Media

      O'Reilly Design Podcast - O'Reilly Media Podcast

      8 Listeners

      Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

      Super Data Science: ML & AI Podcast with Jon Krohn

      303 Listeners

      NVIDIA AI Podcast by NVIDIA

      NVIDIA AI Podcast

      339 Listeners

      Machine Learning Guide by OCDevel

      Machine Learning Guide

      774 Listeners

      DataFramed by DataCamp

      DataFramed

      268 Listeners

      Practical AI by Practical AI LLC

      Practical AI

      212 Listeners

      AWS Podcast by Amazon Web Services

      AWS Podcast

      202 Listeners

      Google DeepMind: The Podcast by Hannah Fry

      Google DeepMind: The Podcast

      196 Listeners

      Last Week in AI by Skynet Today

      Last Week in AI

      306 Listeners

      Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

      Machine Learning Street Talk (MLST)

      90 Listeners

      MIT Technology Review Narrated by MIT Technology Review

      MIT Technology Review Narrated

      258 Listeners

      This Day in AI Podcast by Michael Sharkey, Chris Sharkey

      This Day in AI Podcast

      209 Listeners

      The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

      The AI Daily Brief: Artificial Intelligence News and Analysis

      564 Listeners

      Practical: AI & Business News by Practical News

      Practical: AI & Business News

      26 Listeners