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Neural Networks

215E, Paramaz Avedisian Building

About the Event: The course introduces the theory and practice of neural computation. It provides the principles of neurocomputing with artificial neural networks widely used for addressing real-world problems such as classification, regression, system identification, pattern recognition, data mining, time-series prediction, etc. Artificial neural network models are inspired by biological neural networks. The course begins […]

Segmentation Without Distances Using NMF

308E, PAB Baghramyan 40, Yerevan, Armenia

About the Event: Working with high dimensional data? Often facing the need to group observations? This presentation is for you. Segmentation should be balanced and distinctive, the discovered over- and under-indexed features within segments should create a meaningful story, and, ideally, the amount of differentiative factors that drives segmentation should be small. The last requirement […]

Industrialization of AI: The Challenges

308E, PAB Baghramyan 40, Yerevan, Armenia

About the Event: We are already at the age of implementation and industrialization of Artificial Intelligence (AI). Deep Learning is being applied all across industries to automate and perform tasks that was not possible before. This will require to reliably deliver the AI to variety of environments and platforms (cloud, edge etc).   Building and […]