Understanding Entities and Cohorts in Data Modeling

Highlights from this week’s conversation include:

• Ryan's Background and Roles in Data (0:05)
• Data Activation and Dashboard Staleness (1:27)
• Profiles and Data Activation (2:54)
• Customer-Facing Experience and Product Management (3:40)
• Profiles Product Overview (5:10)
• Use Cases for Profiles (6:44)
• Challenges with Data Projects (9:19)
• Entity Management and Account Views (15:33)
• Handling Entities and Duplicates (17:55)
• Challenges in Entity Management (22:18)
• Product Management and Data Solutions (26:08)
• Reverse ETL and Data Movement (31:58)
• Accessibility of Data Warehouses (36:14)
• Profiles and Entity Features (37:47)
• Cohorts Creation and Use Cases (41:17)
• Customer Data and Targeting (43:09)
• Activations and Reverse ETL (45:57)
• ML and AI Use Cases (55:53)
• Data Activation and ML Predictions (57:02)
• Spicy Take and Future Product Features (59:47)
• ETL Evolution and Cloud Tools (1:00:50)
• Unbundling and Future Trends (1:02:10)

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.