Monday, June 15, 2020

Answer for Model Deployment

https://365datascience.com/dwqa-answer/answer-for-model-deployment/ -

Hi Ahmed,

Depends on the model you are trying to save.

If you are trying to save a model in sklearn or statsmodels, you will need to use the pickle package. Then you pickle the object in question and you are done!

If you are using TensorFlow (or some other library that has this functionality) you can easily save a model with the built-in functions. You can refer to the documentation of TensorFlow here: https://www.tensorflow.org/tutorials/keras/save_and_load

Best,

Iliya




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