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title keywords description notoc grid_genai grid_nlp
Use-case guides guide, use-case Learn how to accomplish tasks with Docker. true
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PDF analysis and chat Learn how to containerize a GenAI app that analyzes PDFs. article /guides/use-case/genai-pdf-bot/
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Video transcription and chat Explore a video transcription app that lets you ask questions about videos. play_circle /guides/use-case/genai-video-bot/
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Language translation Build and run an app to translate languages. /guides/use-case/nlp/language-translation/ translate
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Named entity recognition Explore an app that can identify named entities, like people, organizations, or locations. /guides/use-case/nlp/named-entity-recognition/ badge
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Sentiment analysis Learn how to analyze text for sentiment, like positive, negative, or neutral. /guides/use-case/nlp/sentiment-analysis/ sentiment_very_satisfied
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Text classification Build a text classification app and analyze the precision of your model. /guides/use-case/nlp/text-classification/ text_snippet
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Text summarization Explore an app that can summarize text. /guides/use-case/nlp/text-summarization/ summarize

Explore this collection of use-case guides designed to help you leverage Docker for a variety of advanced applications. From generative AI to security, discover how Docker can streamline your projects and workflows.

Generative AI

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Natural language processing

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Data science

{{< card title="Data science with JupyterLab" icon=analytics link=/guides/use-case/jupyter/ description="Set up a JupyterLab environment to conduct and share data science research, making your projects more reproducible and scalable."

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Security

{{< card title="Suppress CVEs with VEX" icon=verified_user link=/scout/guides/vex/ description="Learn how to suppress non-applicable or fixed vulnerabilities found in your images."

}}