Published July 10, 2026 | Version v1
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Introduction to Convolutional Neural Networks (CNNs)

Authors/Creators

  • 1. ROR icon University of British Columbia

Description

This notebook provides an introduction to Convolutional Neural Networks (CNNs), their architecture, and their applications. It includes a hands-on example of building and training a CNN classifier using the CIFAR-10 dataset.

Files

Files (7.8 MB)

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md5:df6fe097963b1097651592d6557b87e2
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Additional details

Funding

University of British Columbia
Teaching and Learning Enhancement Fund

Software

Repository URL
https://github.com/ubcecon/praxis-ubc/tree/main/project/docs/intro_to_cnns
Programming language
Python
Development Status
Active