For practical implementation I followed his tutorials:

Contents on Neural Networks (Each of the view is a PDF)

vertopal.com_01_NeuralNetwork.pdf

vertopal.com_01_NeuralNetwork_Larger.pdf

vertopal.com_02_neural_network_classification.pdf

Convolutional Neural Network

vertopal.com_03_convolutional.pdf

vertopal.com_03_convolutional2.pdf

Transfer Learning

vertopal.com_04_Transfer_Learning.pdf

vertopal.com_05_TransferLearning_part2.pdf