In this assignment you have to develop a deep neural network using Keras in python then you have to make a brief report of your work by explaining the technical details of:
i) The complete details of Dataset you have used
ii) The model that you have trained and why have you chosed that specific model
iii) Visualization of the model's layers
iv) The output of model and performance measure representation in Tensor Board
The response should include a reference list. Double-space, using Times New Roman 12 pnt font, one-inch margins, and APA style of writing and citations.