825: Data Contracts: The Key to Data Quality, with Chad Sanderson

Super Data Science: ML & AI Podcast with Jon Krohn

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Nội dung được cung cấp bởi Jon Krohn. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được Jon Krohn hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.

cách đây khoảng một năm trước 1:02:22

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Data contracts are redefining data quality and governance, and Chad Sanderson, CEO of Gable.ai, joins host Jon Krohn to explain how they can transform your data strategy. He breaks down what data contracts are, how they shift data quality checks closer to production, and why they’re essential for reducing data debt. Chad also highlights how better alignment between data producers and consumers can elevate data reliability and tackle change-management challenges in modern organizations.

This episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, and by Gurobi, the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

In this episode you will learn:

What data contracts are and how they define expectations for data quality [03:16]
What data contracts look like [09:09]
The common misconceptions about data quality when implementing AI [12:55]
Chad’s Chief Operator role at Data Quality Camp [19:46]
How “shifting left” improves data reliability by addressing issues early [24:17]
Why data professionals still struggle with data quality [30:31]
How data debt forms and why it leads to complex, inefficient architectures [35:53]
How will the role of human oversight evolve in ensuring data quality? [47:12]
How can data teams leverage storytelling? [52:33]

Additional materials: www.superdatascience.com/825

1186 tập

#Data Science #Science #Tech #Software Development #Jon Krohn

825: Data Contracts: The Key to Data Quality, with Chad Sanderson

Super Data Science: ML & AI Podcast with Jon Krohn

1,111 subscribers

published cách đây khoảng một năm trước

Chia sẻ

MP3•Trang chủ episode

In this episode you will learn:

What data contracts are and how they define expectations for data quality [03:16]
What data contracts look like [09:09]
The common misconceptions about data quality when implementing AI [12:55]
Chad’s Chief Operator role at Data Quality Camp [19:46]
How “shifting left” improves data reliability by addressing issues early [24:17]
Why data professionals still struggle with data quality [30:31]
How data debt forms and why it leads to complex, inefficient architectures [35:53]
How will the role of human oversight evolve in ensuring data quality? [47:12]
How can data teams leverage storytelling? [52:33]

Additional materials: www.superdatascience.com/825

1186 tập

#Data Science #Science #Tech #Software Development #Jon Krohn

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