O'Reilly Data Show Podcast

Machine learning for operational analytics and business intelligence

Listen Later

In this episode of the Data Show, I speak with Peter Bailis, founder and CEO of Sisu, a startup that is using machine learning to improve operational analytics. Bailis is also an assistant professor of computer science at Stanford University, where he conducts research into data-intensive systems and where he is co-founder of the DAWN Lab.

We had a great conversation spanning many topics, including:

  • His personal blog, which contains some of the best explainers on emerging topics in data management and distributed systems.
  • The role of machine learning in operational analytics and business intelligence.
  • Machine learning benchmarks—specifically two recent ML initiatives that he’s been involved with: DAWNBench and MLPerf.
  • Trends in data management and in tools for machine learning development, governance, and operations.

    • Related resources:

    • “Setting benchmarks in machine learning”: Dave Patterson, Peter Bailis, and other industry leaders discuss how MLPerf will define an entire suite of benchmarks to measure performance of software, hardware, and cloud systems.
    • “The quest for high-quality data”
    • “RISELab’s AutoPandas hints at automation tech that will change the nature of software development”
    • Jeff Jonas on “Real-time entity resolution made accessible”
    • “What are model governance and model operations?”
    • “We need to build machine learning tools to augment machine learning engineers”
      • ...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

      479 Listeners

      Software Engineering Daily by Software Engineering Daily

      Software Engineering Daily

      623 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

      301 Listeners

      NVIDIA AI Podcast by NVIDIA

      NVIDIA AI Podcast

      334 Listeners

      Machine Learning Guide by OCDevel

      Machine Learning Guide

      773 Listeners

      DataFramed by DataCamp

      DataFramed

      269 Listeners

      Practical AI by Practical AI LLC

      Practical AI

      207 Listeners

      AWS Podcast by Amazon Web Services

      AWS Podcast

      205 Listeners

      Google DeepMind: The Podcast by Hannah Fry

      Google DeepMind: The Podcast

      204 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)

      96 Listeners

      MIT Technology Review Narrated by MIT Technology Review

      MIT Technology Review Narrated

      260 Listeners

      This Day in AI Podcast by Michael Sharkey, Chris Sharkey

      This Day in AI Podcast

      228 Listeners

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

      The AI Daily Brief: Artificial Intelligence News and Analysis

      617 Listeners

      Practical: AI & Business News by Practical News

      Practical: AI & Business News

      25 Listeners