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cover of episode 891: Conversational AI is Overhauling Data Analytics, with Martin Brunthaler

891: Conversational AI is Overhauling Data Analytics, with Martin Brunthaler

2025/5/27
logo of podcast Super Data Science: ML & AI Podcast with Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

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Martin Brunthaler: 最初,我们Adverity的目标是简化广告公司为客户创建报告的工作流程,通过自动化报告流程,减少手动操作和数据整理的时间。随着发展,我们扩展了数据连接能力,支持各种广告系统和相关系统的集成,以提供全面的报告所需的数据。然而,传统的仪表盘存在更新不及时、无法深入挖掘数据等问题。因此,我们引入了生成式AI技术,允许人们使用自然语言提问,从而更好地理解数据,实现数据民主化。为了确保数据对话的有效性,数据质量至关重要,需要完整且与各种来源良好对齐的数据集。我们平台中的数据质量组件可以帮助监控数据中的各种问题,例如命名约定。通过这些努力,我们希望解放数据分析师、数据科学家和机器学习工程师,让他们能够解决更有趣的问题,专注于业务价值和战略,而不是忙于繁琐的数据整理工作。我坚信,未来的数据分析将更加注重战略和业务价值,而不是技术细节。

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Martin Brunthaler talks to Jon Krohn about founding Adverity, a data analytics platform for marketing that simplifies integrating data from multiple sources and crunching them into actionable insights. Learn how Adverity became a data analytics powerhouse serving multiple industries, and why Martin thinks AI will strengthen rather than diminish the job market for data scientists, data analysts, and machine learning engineers.  

Additional materials: www.superdatascience.com/891)

Today’s episode is brought to you by Trainium2, the latest AI chip from AWS) and by the Dell AI Factory with NVIDIA)

Interested in sponsoring a SuperDataScience Podcast episode? Email [email protected] for sponsorship information.

In this episode you will learn:

  • (03:52) How Martin co-founded Adverity

  • (14:26) The features of Adverity

  • (39:24) If data analysts, data scientists, and ML engineers should worry about Adverity making their job redundant

  • (48:29) Martin’s predictions for the future for data analysts and data scientists

  • (51:39) Martin’s tips for success as a CTO