DagsHub Learning: Model Registry and Deployment on AWS services with MLflow
ฝัง
- 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 🤙🏼
👌🏿