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Explore how Capital One transformed their data pipeline management strategy through a strategic proof of concept that delivered significant operational improvements and enhanced analytical capabilities. Learn about the specific business challenges that drove this initiative, including data latency issues, cost optimization needs, and scalability constraints that were hindering data-driven decision making. Discover the real-world results achieved through this focused approach and examine detailed before-and-after architecture comparisons that highlight the key technological innovations implemented. Gain practical insights from Raghu Valluri, VP of Data Engineering & Analytics, and Yi-Chen Tu, MVP of Data Science at Capital One Financial, as they share their experience optimizing data pipelines for improved performance, scalability, and measurable business value - essential knowledge for data engineering and machine learning practitioners looking to enhance their own pipeline management strategies.
Syllabus
Transforming Data Pipeline Management With a Targeted Proof of Concept
Taught by
Databricks