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Convolutional Neural Nets - CNNs

Alfredo Canziani via YouTube

Overview

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This course explains how convolutional neural networks exploit locality, stationarity, and compositionality in natural input data. It covers representations, output locality, parameter sharing, CNN components, and a hands-on operation.

Syllabus

Intro
Overview
Representation
Recap
Output
Locality
Parameter Sharing
CNN Components
Pulling
Pull Operation
Handson

Taught by

Alfredo Canziani

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