how to do transfer learning in practice? how to train only outer layer?

There quite a few more advanced courses offered by deeplearning.ai that will teach you how to do that. Browse through the courses/specializations when you have time.

Hello @karra1729 , here is a tutorial using tensorflow .

Hey Guy’s, does transfer learning useful in case of neural networks or we can use it for other algorithms as well ?

Hello @rahulpatil0012 , welcome to our community! Transfer Learning (TL) is useful and possible for not just Neural Network, but other modeling techniques such as Linear Regression, Bayesian Network and so on. I am sure you can name more other techniques if you go through the literatures or may be d…

Transfer learning in practice

Course Q&A Machine Learning Specialization Advanced Learning Algorithms

Christian_Simonis January 4, 2023, 2:15pm 6

Hi there

just as very simple example to transfer a certain style to a new image, I played around with couple of pictures in this repo with a training on a CPU in a reasonable time.

Of course much more advanced applications are possible, e.g. in Conputer Vision to the enhance label data base (e.g. by transfer from summer setting to winter), see also:

Best regards
Christian

I need more explanation of Data centric?

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Transfer learning in practice

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