Derivation of Backpropagation in Convolutional Neural Network (CNN)
Introduction The backpropagation algorithm has emerged as a highly successful method for training complex Neural Network models like Convolutional N…
Machine Learning Basics
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Building a Neural Network Completely From Scratch: Python
Introduction Neural Networks are exciting tools for building awesome AIs and they are fun to learn and implement, while there are tons of libraries a…
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The Perceptron Algorithm: From Scratch Using Python
Introduction Perceptron Algorithm is one of the earliest and most fundamental algorithms in the field of machine learning that has laid the foundatio…