'Transfer Learning on a Fully Connected Nueral Netwok

I have a fully connected neural network trained on data that had 9 features (i.e. input layer size= (9,). I have saved the output model. Is it possible to transfer learning this model to train on another dataset that has 2 features only (i.e. input layer size= (2,)?

deep-learningartificial-intelligencetransfer-learning


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