Breakout Session: Unlocking better data quality with machine learning & visualization

Technologies in the modern data stack enable enterprises to store, transform, and analyze their data. But existing rule and metric approaches to monitoring the quality of this data are tedious to set up and maintain, fail to catch unexpected issues, and generate false positive alerts that lead to alert fatigue.

In this session, Zach will dive into how data quality can be automatically monitored with machine learning to discover anomalies and find their root causes at scale. He will cover how visualization can enhance data quality monitoring by making it simple enough for all data consumers to use - from data engineers to data scientists to analysts.

Participants will gain an understanding of how intelligent data quality monitoring is emerging as the new pillar in the modern data stack.

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Zach Wright

Solution Engineer

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What is the cost to attend and watch the virtual sessions?

Data Team Summit is always free and open for all to attend.

What is Data Teams Summit?

This year, we've taken the peer-to-peer empowerment of data teams one step further and formally transformed DataOps Unleashed into Data Teams Summit to better reflect our focus on the teams and individuals running, managing, and monitoring data pipelines.

Data Teams Summit is an annual, full-day virtual conference, led by data rockstars at future-forward organizations about how they're establishing predictability, increasing reliability, and creating economic efficiencies with their data pipelines.

Who comes to Data Teams Summit?

Data professionals and experts including data engineers, administrators, architects, analysts, AI/ML professionals, and relevant data technology leadership.

Join us for sessions on:

  • Data teams & best practices
  • Data pipelines & applications
  • DataOps observability
  • Data quality & data governance
  • Operations observability
  • MLOps
  • Data modernization & architecture
  • Biz/FinOps observability
Would you like to stay updated on announcements about the next Data Teams Summit? Sign up below!

Interested in speaking at Data Teams Summit or participating as a sponsor?

Please contact mike@solutionmonday.com.

@ilovedataops