Fear Dirty Data? Unlock the secret to clarity with Susan Walsh
- S4E12
- 13:53
- February 26th 2024
In this insightful episode of the Data Team Success Podcast, Ross Webb is joined by Susan Walsh, also known as The Classification Guru. With a unique journey into the world of data, Susan shares her expertise on transforming businesses through effective data classification and management.
Why Listen?
Exclusive Insights: Gain valuable insights from Susan's journey from a career hiccup to becoming a pioneer in data classification.
Practical Solutions: Discover practical solutions for tackling the challenges of dirty data and the balance between AI and human insight.
Strategic Data Use: Learn about the significance of data accuracy, governance, and the surprising impacts of data quantity on decision-making.
Episode Highlights:
Introduction to Susan Walsh: Learn about Susan's accidental entry into the data world and her mission with The Classification Guru.
The Dirty Secrets Behind Dirty Data: Susan discusses the origins of data issues and the opportunities they present for businesses willing to address them.
The Value of Data Classification: Discover how global companies leverage data classification for better spending visibility and supplier management.
The Evolving Data Landscape: Insights into how the data world has changed over the last 6 years and why human involvement remains crucial.
Garbage In, Garbage Out: A discussion on the critical importance of data quality over quantity and the pitfalls of proceeding with poor data.
Making Decisions with Imperfect Data: Strategies for using data to inform decisions, emphasizing the need for quality and strategic insight.
Susan's Insights on Data Management:
The persistent challenge of ensuring data quality and the importance of human oversight in an AI-driven world.
Strategies for overcoming common data management pitfalls, including prioritizing data accuracy and governance.
The role of intuition and experience in complementing data-driven decision-making.
Closing Thoughts:
Susan's journey and insights offer a roadmap for data leaders looking to navigate the complexities of data management and drive business transformation. Her emphasis on the human element in data processes serves as a valuable reminder of the balance required in the tech-heavy landscape of today.
Connect with Susan Walsh on LinkedIn to dive deeper into her data classification courses and continue the conversation on effective data management.
MLTeam Success
Welcome to ML Team Success — the show for ML engineers, data scientists, and MLOps practitioners who want to actually ship AI that works in production.
I'm Ross Webb. I've led data product teams and ML engineering teams at places like Amazon and Just Eat, building platforms used by thousands of professionals. I've seen what works, what breaks, and why 90% of ML projects never make it to production.
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