Beginner’s Guide for Convolutional Neural Network (CNN / ConvNets)

By now, you might be knowing about Machine Learning, a computer science branch that studies the design of algorithms that can learn. Deep learning is a sub-field of machine learning that is inspired by artificial neural networks, which in turn are inspired by biological neural networks. Convolutional Neural Networks are very similar to ordinary Neural... Continue Reading →

Variants of Gradient Descent

In my earlier post, we have discussed about what is Gradient Descent, how it works and Importance of Learning Rate. Also, we discussed how to make sure that gradient descent is working properly. To recall what was gradient descent, let us define it once again. Gradient Descent is one of the most popular optimization algorithms... Continue Reading →

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