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Explore the fundamental technique of backpropagation in a 14-minute video that delves into the training process of deep neural networks. Learn from Paulo Shakarian of Arizona State University as he provides a comprehensive overview of this key method used in gradient descent-based training. Gain insights into the intersection of symbolic methods and deep learning, and understand how backpropagation contributes to advancements in artificial intelligence and machine learning. Discover the latest algorithms and progress towards artificial general intelligence (AGI) in this informative tutorial from the Neuro Symbolic Channel.
Syllabus
Backpropagation: Training Deep Neural Networks
Taught by
Neuro Symbolic