This lecture is divided into three sections. In the first section, I have briefly explained the challenges of Deep Learning. In the second second section, I have explained the architecture of Deep Neural Network and showed how to design an architecture. Finally in the last section, I have implemented a Deep Neural Network which can recognize digits. I hope this lecture will be enough for you to understand and train a deep neural network (DNN) using Matlab.

[embedyt] https://www.youtube.com/watch?v=HSDyiCuViWg[/embedyt]

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If you are not comfortable with video lectures and prefer reading instead of watching, the following section is for you. Here, I tried to explain what I have explained in the lecture as simply as possible.

Other sections of this article –
Section 1: Video Lecture
Section 2: What is Deep Learning
Section 3: How Deep Learning was Improved
Section 4: Implementing a Deep Neural Network (Matlab Code)