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Convolutional Neural Network (CNN)

Convolutional Neural Network (CNN)

CNN In previous post, we discussed about basics of neural network. In this post, we will talk about an interesting type of neural network popularly known as CNN, ConvNet or Convolutional Neural Network. Let us first understand the algorithm and the techniques used, then we will look how to implement these things in real. What is CNN Exactly? You may have officially known about picture or facial acknowledgment or self-driving vehicles. These are genuine executions of Convolutional Neural Networks (CNNs)….

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Neural Network in simplified terms: For beginners

Neural Network in simplified terms: For beginners

In one of the last posts, we have discussed about fundamentals of deep learning. In this post, we will go further and talk about the backbone of deep learning: neural network. This article is for beginners to understand basics of neural network and its applications. A neural network is a type of computing technique in machine learning world. They are often misunderstood as difficult to use and learn. But, they are actually formed using simple processing nodes creating a shape…

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Deep Learning : Introduction

Deep Learning : Introduction

Nowadays, we keep on hearing “Deep Learning” every now and then, it has become a popular buzzword in machine learning world. Frankly speaking, it is just a term to describe certain types of neural networks and related algorithms that work on raw input data. These neural networks process input data through many layers of nonlinear transformations and then finally compute the desired output. Not only in classification and clustering, but also in feature extraction deep learning is a pretty good…

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