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.
Zach Wright
Solution Engineer
What is the cost to attend and watch the virtual sessions?
Data Team Summit is always free and open for all to attend.
When is Data Teams Summit 2024?
Data Teams Summit 2024 was held on January 24, 2024.
What is Data Teams Summit?
Data Teams Summit is an annual peer-to-peer day of empowerment for data teams that reflects our focus on the teams and individuals running, managing, and monitoring data pipelines.
Data Teams Summit is a full-day virtual conference, led by real-world data practitioners and leaders at future-forward organizations about how they're establishing predictability, increasing reliability, and creating economic efficiencies with their data.
Who comes to the 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 and the way they work together
- Data pipeline, infrastructure & application performance
- Data quality, management & data governance strategy
- Methodology that allows teams to move faster and more efficiently
- DataOps/MLOps/AIOps/FinOps
- Data modernization & transformation
Interested in speaking at a future Data Teams Summit?
Submit your talk proposal at datateamssummit.com/cfp/ or send us a note to astronaut@solutionmonday.com.
That's a wrap! Thank you to all of those who attended, spoke, and sponsored Data Teams Summit 2024! To stay in the loop about future Data Teams Summits please fill out the form below.
Data Teams Summit Notifications
"*" indicates required fields
Thank you to the sponsors who've made Data Teams Summit possible
Past participants of Data Teams Summit
Interested in speaking at Data Teams Summit or participating as a sponsor?
Please contact mike@solutionmonday.com.