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Build a 2D convolutional neural network, part 17: Cottonwood cheatsheet

Опубликовано: 23 Март 2026
на канале: Brandon Rohrer
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Get the full course experience at https://e2eml.school/322

Put all the pieces together implementing a two dimensional convolutional neural network in Python to classify handwritten digits from the MNIST data set.

The remainder of the course dives into the implementation in detail and shows how to extend this example to the more challenging CIFAR-10 data set.

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Build a 2D convolutional neural network, part 17: Cottonwood cheatsheet

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Build a 2D convolutional neural network, part 16: Cottonwood code tour

Build a 2D convolutional neural network, part 16: Cottonwood code tour
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Build a 2D convolutional neural network, part 15: Rendering examples

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Build a 2D convolutional neural network, part 13: Loss history and text summary

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Build a 2D convolutional neural network, part 14: Collecting examples

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Build a 2D convolutional neural network, part 12: Testing loop

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Build a 2D convolutional neural network, part 10: Connecting layers

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Build a 2D convolutional neural network, part 11: The training loop

Build a 2D convolutional neural network, part 11: The training loop
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Build a 2D convolutional neural network, part 9: Adding layers

Build a 2D convolutional neural network, part 9: Adding layers
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Build a 2D convolutional neural network, part 8: Training code setup

Build a 2D convolutional neural network, part 8: Training code setup
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Build a 2D convolutional neural network, part 7: Why Cottonwood?

Build a 2D convolutional neural network, part 7: Why Cottonwood?
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Build a 2D convolutional neural network, part 6: Examples of successes and failures

Build a 2D convolutional neural network, part 6: Examples of successes and failures
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Build a 2D convolutional neural network, part 5: Pre-trained model results

Build a 2D convolutional neural network, part 5: Pre-trained model results
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Build a 2D convolutional neural network, part 3: MNIST digits

Build a 2D convolutional neural network, part 3: MNIST digits
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Build a 2D convolutional neural network, part 4: Model overview

Build a 2D convolutional neural network, part 4: Model overview
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Build a 2D convolutional neural network, part 2: Overview

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Build a 2D convolutional neural network, part 1: Getting started

Build a 2D convolutional neural network, part 1: Getting started