Stop Using Pickle To Save Machine Learning Models

Elfao
3 min readMar 6, 2022
Photo by Kevin Ku on Unsplash

As you have probably already done it, saving machine learning models is quite easy but there are a good and bad way.

One common way to save and load models is using pickle(is a binary protocol to transform Python objects into a stream of bytes) but that isn’t a very good idea for several reasons.

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Elfao

Data scientist with 4 years experience. I worked in different field like Marketing digital, Consulting and currently I work for a start-up in finance.