Deep in the Heart of Data

Name: Deep%20in%20the%20Heart%20of%20Data
Uploaded: 2020-12-18T06:00:00.000Z

Posted Dec 18, 2020 | Views 323

# Case Study

# Interview

# LinkedIn

Carl Steinbach

Senior Staff Software Engineer Tech Lead @ LinkedIn

Carl is a Senior Staff Software Engineer and currently the Tech Lead for LinkedIn's Grid Development Team. He is a contributor to Emerging Architectures for Modern Data Infrastructure.

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Demetrios Brinkmann

Chief Happiness Engineer @ MLOps Community

At the moment Demetrios is immersing himself in Machine Learning by interviewing experts from around the world in the weekly MLOps.community meetups. Demetrios is constantly learning and engaging in new activities to get uncomfortable and learn from his mistakes. He tries to bring creativity into every aspect of his life, whether that be analyzing the best paths forward, overcoming obstacles, or building lego houses with his daughter.

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David Aponte

Senior Research SDE, Applied Sciences Group @ Microsoft

David is one of the organizers of the MLOps Community. He is an engineer, teacher, and lifelong student. He loves to build solutions to tough problems and share his learnings with others. He works out of NYC and loves to hike and box for fun. He enjoys meeting new people so feel free to reach out to him!

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SUMMARY

LinkedIn's own Carl Steinbach joined us to go over his mastery in all this data plane. This is one of those videos that are not directly correlated with ML but has so much importance for MLOps. Carl caught Demetrios' eye when he realized that Carl was a contributor to this incredible article around the new architecture for modern data infrastructure we are starting to see. Some Gems from the chat are: - Breakdown of Transpiler - Advantages of Decoupling the Execution Layer - Differences between UDF (user-defined function) Functions and Views - Data structure evolution over the years One nugget of wisdom was Carl's vision of how data lakes and data warehouses are on a crash course towards each other!

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