Regression in TensorFlow Using Both Sequential and Function APIs

Tensorflow is arguably the most popular package in deep learning and the neural network domain. I wrote a few different tutorials before on Regular Dense Neural Networks, CNN structure, and RNNs. But all my tutorials on Tensorflow were on classification problems. In this article, I would like to work on a regression problem and demonstrate some models of both Sequential and Function APIs. I already did all the data cleaning.