© Poornachandra Sarang 2021
P. SarangArtificial Neural Networks with TensorFlow 2https://doi.org/10.1007/978-1-4842-6150-7_5

5. Neural Networks for Regression

Poornachandra Sarang1  
Mumbai, India

So far, we looked at the classification model in deep learning. Can we apply whatever techniques you learned so far as a part of deep learning to a regression problem, which is considered probably the simplest in data analytics? Is it worth even attempting to use deep learning in the areas of regression, considering the overheads of deep learning? Is there an advantage in using deep learning over the traditional statistical techniques – especially in the case of regression modeling? You will find answers to these and similar questions in this chapter. ...

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