Write and discuss about Convolutional Neural Network please cover:
• linear classification
• Convolutional Neural Network:
Ø Layers.
Ø Activation functions.
Ø Backpropagation.
Ø Optimizer.
• How Convolutional Neural Network works in the classification problems?
• And any other important points.
• I want something like this
• https://towardsdatascience.com/applied-deep-learning-part-4-convolutional-neural-networks-584bc134c1e2
Please:
be a critic (analyse critically what you find).
Use images and graphs.
Make a list of abbreviation.
Almost of the references have to be academic papers and books (it is better if it is available online).