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1.7 KiB
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20 lines
1.7 KiB
Markdown
# Overview
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The how-to guides offer a more comprehensive overview of all the tools 🤗 Datasets offers and how to use them. This will help you tackle messier real-world datasets where you may need to manipulate the dataset structure or content to get it ready for training.
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The guides assume you are familiar and comfortable with the 🤗 Datasets basics. We recommend newer users check out our [tutorials](tutorial) first.
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> [!TIP]
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> Interested in learning more? Take a look at [Chapter 5](https://huggingface.co/course/chapter5/1?fw=pt) of the Hugging Face course!
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The guides are organized into six sections:
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- <span class="underline decoration-sky-400 decoration-2 font-semibold">General usage</span>: Functions for general dataset loading and processing. The functions shown in this section are applicable across all dataset modalities.
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- <span class="underline decoration-pink-400 decoration-2 font-semibold">Audio</span>: How to load, process, and share audio datasets.
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- <span class="underline decoration-yellow-400 decoration-2 font-semibold">Vision</span>: How to load, process, and share image and video datasets.
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- <span class="underline decoration-green-400 decoration-2 font-semibold">Text</span>: How to load, process, and share text datasets.
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- <span class="underline decoration-orange-400 decoration-2 font-semibold">Tabular</span>: How to load, process, and share tabular datasets.
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- <span class="underline decoration-indigo-400 decoration-2 font-semibold">Dataset repository</span>: How to share and upload a dataset to the <a href="https://huggingface.co/datasets">Hub</a>.
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If you have any questions about 🤗 Datasets, feel free to join and ask the community on our [forum](https://discuss.huggingface.co/c/datasets/10).
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