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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

Dk_1802
by New Contributor III
  • 5972 Views
  • 2 replies
  • 2 kudos

Resolved! Alternatives for xg boost

Are there any alternatives for xg boost that work well with pyspark?

  • 5972 Views
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Latest Reply
Vinay_M_R
Databricks Employee
  • 2 kudos

Spark MLlib GBT: Spark MLlib, the machine learning library included with Apache Spark, provides its own implementation of gradient boosting trees (GBT). It offers similar functionality to XGBoost and can be used directly within PySpark ML pipelines w...

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Icen
by New Contributor
  • 1011 Views
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Data+AI summit Expo

It's a great experience here to learn all the fast moving pieces on both open/close source tools to speed up LLM usage in industry. Out of curiosity, any company already started with LLM agent with success? 

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NLo
by New Contributor II
  • 1101 Views
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Mlflow

How to running time series validation with mlflow?

  • 1101 Views
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Latest Reply
NLo
New Contributor II
  • 0 kudos

And is there a native package for time series test train split?

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RTX-ai
by New Contributor
  • 1272 Views
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Protecting data leaks by using tools that shows network traffic

Tensorboard is a way to help see stats and debug.Is there an equivalent way where we can see network traffic from downloading LLM to submitting any data as we train our models?  Besides engaging our network security team, is there such a tool that we...

  • 1272 Views
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Prabhaker
by New Contributor III
  • 2645 Views
  • 1 replies
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Resolved! Databricks Machine Learning

How do we migrate and host an existing Python model onto Databricks?

  • 2645 Views
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Latest Reply
Swifter
New Contributor III
  • 0 kudos

Use MLflow features like tracking and embed mlflow wrapper into your existing python script to log and register in the Databricks model registry.There are handful Mlflow Api available in the documentation.

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cloud712
by New Contributor
  • 1767 Views
  • 1 replies
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How to eval the accuracy/quality of a LLM?

extremely subjective (human responses on likert scale don't suffice and hard to quantify with one metric on accuracy). curious how others have approached this

  • 1767 Views
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Latest Reply
Hyunkee
New Contributor II
  • 0 kudos

There aren't exact metrics to evaluate how LLM is accurate right now. Just make test questions have a large coverage could be a tip. I expect many people will work on it!

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JulioCastro
by New Contributor III
  • 773 Views
  • 0 replies
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Best financial models?

As Databricks starts with their ML engines on their marketplace, anyone know or have financial industry models? Would this solution be better than building our own?

  • 773 Views
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