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Understanding and Visualizing ResNets That Forever Revolutionized Deep Learning - What Is ResNet

Data Science Dojo via YouTube

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This session introduces convolutional neural networks, their limitations, and the residual blocks and skip connections used in ResNet. It includes a coded demonstration of image classification with ResNet.

Syllabus

Introduction
Typical neural network
Translational invariance
Convolutional neural network
Classic CNN architectures
Residual blocks and the skip connection
ResNet in action
QnA

Taught by

Data Science Dojo

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