Explore the evolution of data management in this insightful podcast episode featuring Chad Sanderson, CEO of Gable.ai and author of "Data Contracts." Delve into the challenges of traditional data practices, the impact of cloud computing on data development, and modern approaches to data management. Learn about data change detection, contracts, observability, and CI/CD tests, as well as the roles of data producers and consumers. Gain valuable insights into leveraging modern data management components for improved data handling and decision-making. Discover Sanderson's expertise in data infrastructure, modeling, and contracts, and explore topics such as data lineage tracking, productivity solutions, and the intersection of DevOps and data. Understand the importance of data integrity, security, and value in today's rapidly evolving AI-driven landscape.
The Rise of Modern Data Management - MLOps Podcast #226
Overview
Syllabus
[] Chad's preferred coffee
[] Takeaways
[] Changes after a year
[] Implementing data pipelines
[] Wrong data pipelines Implement
[] Promote book visibility strategies
[] Data Detective Dashboard
[25:07 - ] AWS Trainium and Inferentia ad
[] Data lineage tracking solution
[] Putting conditions
[] Magic solution for productivity
[] Surprising features
[] Upstream all the way
[] Data integrity challenges
[] Other surprising features
[] Interfering with DevOps & Data
[] Data security and value
[] AI Quality In-Person Conference
Taught by
MLOps.community
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