Introduction To Deep Neural Network & Convolutional Neural Network (Part 1)
In this topic, the introduction to neural network is discussed from the fundamental of linear and logistic regression. From the neural network, deep learning concept from neural network is presented before highlighting the convolutional neural network which is the well establish deep learning approach. Finally, the Matlab programming for image classification using deep learning approach is demonstrated.
Lecture 0: Greeting Video
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Lecture 1: Artificial Neural Network (Part 1)
Lecture 2: Artificial Neural Network (Part 2)
Lecture 3: Artificial Neural Network (Part 3)
Lecture 4: Artificial Neural Network (Part 4)
Lecture 5: ANN2-Biological Neuron Model
Lecture 6: ANN2-ANN Architecture and Single Layer Perceptron
Lecture 7: ANN2-Multiple Layer Perceptron
Lecture 8: ANN2-Multiple Layer Perceptron (cont…) and Activation Function
Lecture 9- Backpropagation Mechanism Example
Lecture 10-Build ANN Matlab Code From Scratch
Hope you manage to understand the concept of neural network. The lecture in deep neural network is discussed on the page. Please continue…