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Progress of Delta Lake:Exploring Data Analysis and Machine Learning Applications through Suitable AWS Services for Delta Lake

Progress of Delta Lake:Exploring Data Analysis and Machine Learning Applications through Suitable AWS Services for Delta Lake

This is a deck regarding the latest progress of Delta Lake and what AWS services in the fields of data analytics and machine learning can interact with Delta Lake, mostly natively. There are 3 major features in Delta Lake 3.0 mentioned and they are Delta Lake UniForm, Delta Kernel, and Liquid Clustering.
The main features of the AWS services are reviewed and how they can interact with Delta Lake is discussed. These services are AWS Lambda, Amazon Athena, Amazon Athena for Spark, Redshift Spectrum, AWS Lake Formation, and Amazon SageMaker.

Scott Hsieh

August 26, 2023
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