This course gives students analytical tools to quantify information, perform inference, and study the relationship of information and learning. The course covers information measures, the source and ...

Machine learning extracts information from data based on supervised and unsupervised learning ... Deep Learning applications in speech processing. Signal processing theory and methods includes the ...

CLT argues that the brain has a limited capacity for processing information, and when cognitive load exceeds this capacity, learning is hindered. The theory divides cognitive load into three types ...