Feast as Feature Store in Machine Learning | Feast Live Demo | MLOps | Ashutosh Tripathi
Feast as Feature Store in Machine Learning
How to use feast as feature store in Machine Learning?
End to end code explanation in python
Video Content:
1. Prepare Data set
2. Create a feature repo (feast init)
3. Define feature definitions
4. register and deploy the features (Feast apply)
5. Generate training data set
6. Model training
7. Prepare online feature store
8. Feature serving to model in production
notebook used: https://github.com/TripathiAshutosh/f...
What is Feature Store Concept Overview: • What is Feature Store in Machine Lear...
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