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D2L (or Desire2Learn) is a Canada-based global software company with offices in Australia, Brazil, Europe, Singapore, and the United States. D2L is the developer of the Brightspace learning management system , a cloud-based software suite used by schools , higher educational institutions, and businesses for online and blended classroom learning.
The Thames Valley District School Board (TVDSB; known as English-language Public District School Board No. 11 prior to 1999) is a public school board in southwestern Ontario, Canada. It was created on January 1, 1998, by the amalgamation of the Elgin County Board of Education, The Board of Education for the City of London , Middlesex County ...
Capsule neural network. A capsule neural network ( CapsNet) is a machine learning system that is a type of artificial neural network (ANN) that can be used to better model hierarchical relationships. The approach is an attempt to more closely mimic biological neural organization.
Multimodal learning, in the context of machine learning, is a type of deep learning using multiple modalities of data, such as text, audio, or images. In contrast, unimodal models can process only one type of data, such as text (typically represented as feature vectors) or images. Multimodal learning is different from combining unimodal models ...
AlexNet is the name of a convolutional neural network (CNN) architecture, designed by Alex Krizhevsky in collaboration with Ilya Sutskever and Geoffrey Hinton, who was Krizhevsky's Ph.D. advisor at the University of Toronto. AlexNet competed in the ImageNet Large Scale Visual Recognition Challenge on September 30, 2012.
Illustration of transfer learning. Transfer learning ( TL) is a technique in machine learning (ML) in which knowledge learned from a task is re-used in order to boost performance on a related task. [1] For example, for image classification, knowledge gained while learning to recognize cars could be applied when trying to recognize trucks.
Machine learningand data mining. In machine learning, a deep belief network ( DBN) is a generative graphical model, or alternatively a class of deep neural network, composed of multiple layers of latent variables ("hidden units"), with connections between the layers but not between units within each layer. [1]
Machine learningand data mining. A multilayer perceptron ( MLP) is a name for a modern feedforward artificial neural network, consisting of fully connected neurons with a nonlinear activation function, organized in at least three layers, notable for being able to distinguish data that is not linearly separable. [1]