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Update header names to agree with final book edits
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chapter02_mathematical-building-blocks.ipynb

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"colab_type": "text"
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"source": [
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"### The gears of neural networks: tensor operations"
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"### The gears of neural networks: Tensor operations"
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"colab_type": "text"
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"source": [
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"#### Derivative of a tensor operation: the gradient"
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"#### Derivative of a tensor operation: The gradient"
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chapter04_classification-and-regression.ipynb

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"colab_type": "text"
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"source": [
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"### Predicting house prices: a regression example"
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"### Predicting house prices: A regression example"
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chapter08_image-classification.ipynb

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"colab_type": "text"
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"source": [
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"### Introduction to convnets"
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"### Introduction to ConvNets"
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"colab_type": "text"
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"### Training a convnet from scratch on a small dataset"
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"### Training a ConvNet from scratch on a small dataset"
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chapter09_convnet-architecture-patterns.ipynb

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"colab_type": "text"
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"source": [
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"## Convnet architecture patterns"
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"## ConvNet architecture patterns"
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chapter10_interpreting-what-convnets-learn.ipynb

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"colab_type": "text"
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"## Interpreting what convnets learn"
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"## Interpreting what ConvNets learn"
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"colab_type": "text"
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"source": [
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"### Visualizing convnet filters"
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"### Visualizing ConvNet filters"
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"colab_type": "text"
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"source": [
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"### Visualizing the latent space of a convnet"
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"### Visualizing the latent space of a ConvNet"
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chapter13_timeseries-forecasting.ipynb

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"colab_type": "text"
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"#### A common-sense, non-machine-learning baseline"
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"#### A commonsense, non-machine-learning baseline"
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chapter15_language-models-and-the-transformer.ipynb

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"colab_type": "text"
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"#### English-to-Spanish Translation"
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"#### English-to-Spanish translation"
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