Resources

How to Log Different Phases of the MLOps Lifecycle Using the XGBoost Integration

1 min
Parth Tiwary
23rd May, 2022

What will you learn?

How you can log different phases of the MLOps lifecycle to Neptune using the XGBoost integration.

  • 00:11

    Introduction to the use case

  • 00:51

    How to initialize a run using the XGBoost integration?

  • 01:45

    How to version datasets in Neptune?

  • 02:22

    How to log a pandas dataframe to Neptune?

  • 03:02

    How to download a model file from Neptune?

  • 03:26

    How to query and filter runs?

  • 04:04

    UI walkthrough

  • 06:00

    How to download and fine-tune an existing model?

  • 07:33

    UI walkthrough of the fine-tuning namespace

Read the documentation and learn more about the XGBoost integration

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