Oct 13, 20233 minDay 30: Advice for applying Machine LearningThe efficiency of how quickly you can get a ML system to work well will depend on a large part on how well you can repeatedly make good...
Sep 28, 20232 minDay 29: Additional Neural Network ConceptsAdvanced Optimization Gradient descent is an optimization algorithm that's widely used in Machine Learning and was the foundation of many...
Sep 27, 20232 minDay 28: Neural Network with softmax outputIn order to build a neural network that can carry out multi-class classification, we are going to take the softmax regression model and...
Sep 27, 20232 minDay 27: Multi-class ClassificationMulti-class Multi-class classification refers to classification problems where you can have more than just 2 possible output labels, so...
Sep 27, 20232 minDay 26: Activation FunctionsAlternatives to the Sigmoid Function So far, we have been using the sigmoid function in all the nodes in the hidden layers, but out...