March 1, 2023

9:35 am - 10:05 am PST

Putting Data Engineering & Data Science into the Next Gear Through a Modern Data Lakehouse at Shell

In this talk we will present how Dremio Data Lakehouse came to the rescue when a use case from the electricity retail domain with a large scale machine learning problem around power consumption forecasting imposed some significant challenges on the data engineering and data science teams in Shell.

We will describe how we 1.) addressed the large variety of data sources that needed to be ingested, processed and served to the Data Science team 2.) streamlined some of the Data Science workflows around data exploration, feature engineering and model testing 3.) operationalized and scaled ML training and inferencing

Session Id: BO110

Topics Covered

Lakehouse Architecture
Real-world implementation

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