DagsHub Learning: Model Registry and Deployment on AWS services with MLflow

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  • เผยแพร่เมื่อ 29 ก.ย. 2024
  • dagshub.com/do...
    Learn from the DagsHub professionals what MLflow is and why it should be part of your MLOps tool kit. Gain hands-on experience using it to track experiments, register models, and deploy them to AWS.
    In this session, Jinen covers the following topics:
    1. Model Registry - How to log and manage your machine learning models with MLflow.
    2. Model Deployment - How to deploy your machine learning model to a cloud provider.
    3. Hands-on experience deploying your trained model from the MLflow registry to AWS.
    📚 Additional Materials:
    The Colab Notebook: colab.research...
    The Mario vs. Wario project that we used for the demo - dagshub.com/ni...
    If you want to hear more about what we are doing at DagsHub, here are some interesting links for you:
    🌐 Our Website: dagshub.com
    📖 Our Blog: dagshub.com/blog/
    🥰 We welcome you to join our community on Discord: / discord
    Social Links:
    🔗 LinkedIn: / dagshub
    🐥 Twitter: / therealdagshub
    DAGs out 🤙🏼

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