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newsDatabricks·July 26, 2023

Comparing Databricks and Snowflake for Machine Learning

Summary

The video presents a performance and cost comparison between Databricks and Snowflake for running machine learning workloads using the TPC AI Benchmark. It demonstrates that Databricks handles single node and multi-node AI pipelines more reliably and cost-effectively, whereas Snowflake faces limitations with Python library installations, memory constraints, and execution time limits for user-defined functions.

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