Basics, Deep Learning, Neural Networks, Python

Introduction to the Perceptron Algorithm

Perceptron Algorithm The Perceptron model forms the basis of any neural network. This is where it all began and finally led to the development of “Neural Networks” or “Deep Learning” which is kind of the buzz word nowadays. In this article, I am going to show the mathematics behind the well-known Perceptron algorithm using a 2-input 2-output model. Although some amount of linear algebra…

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Deep Learning

Word Embedding in Deep Learning

Deep learning and natural language processing (NLP) have been dominating the pattern recognition in the last few years. To add to the complexity, voice recognition has also joined the race. This post is an attempt to explain one of the most exciting topics in deep learning, word embedding. Word Embedding In layman terms, word embedding is a technique used in…

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