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Kumo’s Hema Raghavan: Turning Graph AI into ROI
Manage episode 462277743 series 3586723
Content provided by Sequoia Capital. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Sequoia Capital or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
Hema Raghavan is co-founder of Kumo, a company that makes graph neural networks accessible to enterprises by connecting to their relational data stored in Snowflake and Databricks. Hema talks about how running GNNs on GPUs has led to breakthroughs in performance as well as the query language Kumo developed to help companies predict future data points. Although approachable for non-technical users, the product provides full control for data scientists who use Kumo to automate time-consuming feature engineering pipelines.
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- Graph Neural Networks: Learning mechanism for data in graph format, the basis of the Kumo product
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Manage episode 462277743 series 3586723
Content provided by Sequoia Capital. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Sequoia Capital or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
Hema Raghavan is co-founder of Kumo, a company that makes graph neural networks accessible to enterprises by connecting to their relational data stored in Snowflake and Databricks. Hema talks about how running GNNs on GPUs has led to breakthroughs in performance as well as the query language Kumo developed to help companies predict future data points. Although approachable for non-technical users, the product provides full control for data scientists who use Kumo to automate time-consuming feature engineering pipelines.
Mentioned in this episode:
- Graph Neural Networks: Learning mechanism for data in graph format, the basis of the Kumo product
- Graph RAG: Popular extension of retrieval-augmented generation using GNNs
- LiGNN: Graph Neural Networks at LinkedIn paper
- KDD: Knowledge Discovery and Data Mining Conference
Hosted by: Konstantine Buhler and Sonya Huang, Sequoia Capital
50 episodes
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Similar to Training Data
The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
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