Divye Gala – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-01-22T21:35:40Z http://www.open-lab.net/blog/feed/ Divye Gala <![CDATA[Streamline ETL Workflows with Nested Data Types in RAPIDS libcudf]]> http://www.open-lab.net/blog/?p=75553 2024-01-22T21:35:40Z 2023-12-15T21:16:55Z Nested data types are a convenient way to represent hierarchical relationships within columnar data. They are frequently used as part of extract, transform,...]]>

Nested data types are a convenient way to represent hierarchical relationships within columnar data. They are frequently used as part of extract, transform, load (ETL) workloads in business intelligence, recommender systems, cybersecurity, geospatial, and other applications. List types can be used to easily attach multiple transactions to a user without creating a new lookup table…

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Divye Gala <![CDATA[GPU-Accelerated Hierarchical DBSCAN with RAPIDS cuML �C Let��s Get Back To The Future]]> http://www.open-lab.net/blog/?p=38121 2022-09-29T17:16:02Z 2021-10-06T23:29:44Z Data scientists across various domains use clustering methods to find naturally ��similar�� groups of observations in their datasets. Popular clustering...]]>

Data scientists across various domains use clustering methods to find naturally ‘similar’ groups of observations in their datasets. Popular clustering methods can be: The Hierarchical Density-Based Spatial Clustering of Applications w/ Noise (HDBSCAN) algorithm is a density-based clustering method that is robust to noise (accounting for points in sparser regions as either cluster…

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