0PricingLogin
MLOps Academy · Lesson

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

  1. Serialize with Pickle and Joblib
  2. The MLflow Model Flavor
  3. Export to ONNX for Portability
  4. Define a Model Signature and Schema
← Back to MLOps Academy