hands-on tutorial

Hands-on for 'Deep Learning (Part 3) - Convolutional neural networks (CNN)' tutorial

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The questions this addresses are:
- What is a convolutional neural network (CNN)?
- What are some applications of CNN?

The objectives are:
- Understand the inspiration behind CNN and learn the CNN architecture
- Learn the convolution operation and its parameters
- Learn how to create a CNN using Galaxy's deep learning tools
- Solve an image classification problem on MNIST digit classification dataset using CNN in Galaxy

Licence: Creative Commons Attribution 4.0 International

Keywords: statistics

Target audience: Students

Resource type: hands-on tutorial

Authors: Kaivan Kamali

Contributors: Kaivan Kamali

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