Web Reference: Jul 23, 2025 · In Python, the pickle module provides a powerful way to serialize and deserialize Python objects, including custom classes, which formats like JSON cannot handle. Pickle allows you to save Python objects so they can be reused later without losing their structure or data. However, there's a package called klepto that abstracts the saving of objects to a dictionary interface, so you can choose to pickle objects and save them to a file (as shown below), or pickle the objects and save them to a database, or instead of use pickle use json, or many other options. In this tutorial, you'll learn how you can use the Python pickle module to convert your objects into a stream of bytes that can be saved to a disk or sent over a network. You'll also learn the security implications of using this process on objects from an untrusted source.
YouTube Excerpt: Training machine learning model can be quite time consuming if training dataset is very big. In this case it makes sense to train a ...
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