AI Hub is deprecated and will no longer be available on Google Cloud after January 23, 2024. All the functionality of AI Hub and new features are available on the Vertex AI platform. See Migrate to Vertex AI to learn how to migrate your resources.
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Use public assets on AI Hub to build an ML system
This guide introduces you to the public assets on AI Hub that you
can use to build your artificial intelligence (AI) systems. As an example, this
guide shows you how to find a Jupyter notebook and open it on
Colaboratory (Colab). The example notebook guides you through
the process of training two TensorFlow image classification models
using the MNIST dataset.
Find and use a Jupyter notebook
Follow these steps to find a notebook that uses the MNIST dataset and then
open the notebook in Colab:
In the menuMenu > Category
pane, click Notebooks. A list of notebooks opens in a new window.
Enter mnist into the search box at the top of the page, to filter the
list of notebooks.
Scan the page for a notebook named Classifying Handwritten Digits, and
click the name of the notebook. AI Hub displays a
description of the notebook and information about how to use it.
In the Use this asset pane, click Open in Colab.
The Colab notebook opens in a new browser tab.
Follow the instructions in the Colab notebook to train two
TensorFlow image classification models and visualize the
results. If you need help with using the notebook interface, click Help
in the Colab menu.
Return to
AI Hub
when you're ready to discover more AI frameworks and tools.
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