Reinventing Data Prep in the Age of AI - Build an Agent-Driven Pipeline in 7 Minutes
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Overview
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Discover how AI agents are revolutionizing data preparation by enabling analysts, data scientists, and data engineers to build production-ready data pipelines through natural language commands in this 19-minute conference talk from Databricks. Learn to move beyond manual coding and rigid proprietary tools by leveraging AI-driven approaches that allow you to select datasets, join tables, apply filters, and perform calculations simply by describing your intent conversationally. Watch as speakers Maciej Szpakowski (Co-Founder, CTO at Prophecy) and Raj Bains (Founder CEO at Prophecy) demonstrate how to create complete data pipelines in under 7 minutes without complex user interfaces or coding requirements. Explore how these AI-powered pipelines automatically generate documentation, testing, lineage tracking, and versioning capabilities while materializing in real-time and remaining ready for immediate deployment. Gain insights into the next wave of data preparation innovation that promises to transform traditional workflows and accelerate data team productivity across organizations.
Syllabus
Reinventing Data Prep in the Age of AI: Build an Agent-Driven Pipeline in 7 Minutes
Taught by
Databricks