- 2396 Views
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Can we retrieve experiment results via MLflow API or is this only possible using UI?
Yes, you can use the API https://www.mlflow.org/docs/latest/python_api/index.html
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And how about tracing data? Do you know how to read likespark.read.format("mlflow-experiment").load() ?
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- 3731 Views
- 2 replies
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What is the best practice for applying MLFlow to clustering algorithms?
What is the best practice for applying MLFlow to clustering algorithms? What are the kinds of metrics customers track?
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Good question! I'll divide my suggestions into 2 parts:(1) In terms of MLflow Tracking, clustering is pretty similar to other ML workflows, so not much changes.(2) In terms of specific parameters, metrics, etc. to track, clustering is very different...
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- 1482 Views
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Resolved! Comparative study of Azure Databricks MLOps capabilities in conjuction with Azuredevops, GIT, Jenkins
Looking for Comparative study of capabilities of below tools combination. In what situation I should use which of the below combination for MLOps project?a) Azure Databricks MLb) Azure Databricks ML + Azure Devops + GITc) Azure Databricks ML + Jenkin...
- 1482 Views
- 1 replies
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Hi @saurabh707344, you can use Azure Databricks ML when you're in the initial stages and developing some POCs. The other tools you mentioned were used based on your usecase when you moved some of the models to production and actively developing and ...
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- 3131 Views
- 4 replies
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Azure Databricks Capabilities: My objective is to evaluate Azure Databricks capability and Do I need to use Azure Devops or Jenkins or Databricks suffice the need.
hi,We have Real time streaming usecase where we have to build pipeline using Azure Databricks.My objective is to evaluate Azure Databricks capability and Do I need to use Azure Devops or Jenkins or Databricks suffice the need.Can you please provide c...
- 3131 Views
- 4 replies
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I found these youtube videos to be beneficial. CI/CD with Azure Dev Ops Terraform Enablement - Part 1 of 2
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- 1439 Views
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Sample Archietcture for Databricks MLOps
Do anyone have sample architectures for Mlops using Databricks and other possible variations of architecture ?
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@Saurabh Singh​ This is well documented here:https://www.databricks.com/blog/2022/06/22/architecting-mlops-on-the-lakehouse.htmlPlease see: Reference architecture for MLOpsFurther refrences: Refer to The Big Book of MLOps for more discussion of the a...
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- 1646 Views
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Resolved! How does ML Flow work with Databricks monitoring product recently released ?
Does the monitoring tool interact with MLFlow and Feature Store too ?
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