Serialize with Pickle and Joblib
Save and load sklearn models the safe way.
Why Serialize a Model?
A trained model lives in memory and vanishes when your script ends. Serialization saves it to a file so you can load it again later. 💾
Meet Pickle
Python's built-in pickle module turns almost any object into bytes you can store on disk and rebuild later, exactly as it was.
All lessons in this course
- Serialize with Pickle and Joblib
- The MLflow Model Flavor
- Export to ONNX for Portability
- Define a Model Signature and Schema