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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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Forum Posts

mradassaad
by New Contributor III
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  • 4 replies
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Resolved! Tuning `CrossValidator` spark job performance

I am running a 3-fold cross validation of an ML pipeline that utilizes `GBTClassifier` as the final step. It takes 18 hours to run and I am looking for feedback into how to improve the performance as I expect this to go faster.For context here is the...

Random Forest Job Random Forest Job Summary GBT storage top half
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  • 4 replies
  • 1 kudos
Latest Reply
Kaniz
Community Manager
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Hi @Assaad Mrad​  , Just a friendly follow-up. Do you still need help, or @Chris Chalcraft​ 's response help you to find the solution? Please let us know.

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MadelynM
by New Contributor III
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2021-08-Best-Practices-for-Your-Data-Architecture-v3-OG-1200x628

Thanks to everyone who joined the Best Practices for Your Data Architecture session on Optimizing Data Performance. You can access the on-demand session recording here and the pre-run performance benchmarks using the Spark UI Simulator. Proper cluste...

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  • 0 replies
  • 2 kudos
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