The PRQL: From Tables to AI: The Future of Data Modeling with Best-Selling Author, Joe Reis of Ternary Data
Dec 30, 2024
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Uncover the exciting world of modern data modeling with insights from a best-selling author. Explore fascinating parallels between data practices and mixed martial arts, highlighting the necessity for adaptability in the field. Tune in for a sneak peek into innovative approaches and tools that could shape the future of data management.
Data modeling must evolve beyond traditional tables to effectively address unstructured data and modern data practices.
The concept of 'Mixed Model Arts' highlights the importance of a versatile approach to data modeling, akin to mixed martial arts in combat sports.
Deep dives
Exploring Modern Data Modeling
The upcoming book focuses on redefining data modeling to encompass its application across various use cases, including applications, analytics, and machine learning. The author emphasizes that data modeling is no longer confined to structured data and traditional table formats but must evolve to address the complexities of unstructured data and diverse modalities. This shift aims to provide practitioners with a comprehensive understanding of existing techniques while introducing innovative methods that reflect the current state of data practices. By challenging the outdated perceptions of data modeling, the book intends to equip professionals with the skills necessary to navigate the modern data landscape effectively.
The Mixed Model Arts Concept
The book's working title, 'Mixed Model Arts,' cleverly draws a parallel to mixed martial arts, suggesting that there is no single approach to mastering data modeling, just as in combat sports where versatility is key. The author reflects on the evolution of combat sports from traditional, one-dimensional styles to a more integrated approach that combines various techniques, highlighting the necessity of similar evolution in data modeling. By illustrating this comparison, the author conveys that relying solely on a table-centric view is insufficient for tackling today's multifaceted data challenges. The goal is to encourage a more holistic perspective on data practices, facilitating a more effective and responsive approach to data management.
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.
RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
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