I Need to understand models better (save to a database)

Dear Teachers and Mentors

Here thanks to this company ( deeplearning.ai ) i reached the goal to complete two courses about NLP and Sequence model.

However i didn’t understand perfectly what i have to do for save model in one database ( MySql, Postgress, Mongodb, … ). how can I do ?

For explain my problem well i will try to make you an example: I have a CNN training for recognize if my images are dogs or cats.
It’s a classic problem ok, but how can i do to start a training session today and do it again a week later? I want to say I have another training session to do for increase the accuracy of predictions.

How can I save my weights and other parameters i need to save for my CNN’s nodes, Can you offer me some courses ( obviously to pay ) that help me to learn a complete workflow steps? If not, What do you suggest to do? ( read more books, read articles, … )

Best Regards

Hi @AmalLight,

TensorFlow allows you to save your models, their weights, and their checkpoints, exactly the kind of things you’d need to re-train a model. To learn more about those, I’d recommend you either look up these terms in the Tensorflow documentation, or/and you can take our Tensorflow specialisations.

To get you started with Tensorflow, we have: DeepLearning.AI TensorFlow Developer Professional Certificate.

If you want to dive deeper into these, and more concepts, we have: TensorFlow: Advanced Techniques Specialization.

And if this interests, you can learn about how to deploy your models in the real world. For this, we have: TensorFlow: Data and Deployment Specialization.

Hope this information helps,

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I don’t know how i can explain my happiness to read your post, i will limit myself only saying that: thank you.
I am starting to follow your suggestions.

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