Data Council Week (Ep 5) - The Difference Between Data Platforms and ML Platforms with Michael Del Balso of Tecton

The Data Stack Show

Highlights from this week’s conversation include:

• Michael’s journey to co-founding Tecton (0:22)
• The evolution of MLops and platform teams (3:50)
• Understanding boundaries between the data platform and the MLops (8:42)
• Differences in machine learning vs data pipelines (16:58)
• The systems needed to handle all these types of data (22:22)
• Developer experience in Tecton (25:15)
• Automating challenges in ML development (32:30)
• The most difficult part of the life cycle of prediction (37:24)
• Exciting new developments at Tecton (39:27)

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.