| title |
weight |
keywords |
description |
notoc |
grid_genai |
| Use-case guides |
20 |
guide, use-case |
Learn how to accomplish tasks with Docker. |
true |
| title |
description |
icon |
link |
| PDF analysis and chat |
Learn how to containerize a GenAI app that analyzes PDFs. |
article |
/guides/use-case/genai-pdf-bot/ |
|
| title |
description |
icon |
link |
| Video transcription and chat |
Explore a video transcription app that lets you ask questions about videos. |
play_circle |
/guides/use-case/genai-video-bot/ |
|
| title |
description |
icon |
link |
| Face detection with TensorFlow.js |
Explore a face detection app built with TensorFlow.js and Docker. |
face |
/guides/use-case/tensorflowjs/ |
|
| title |
description |
link |
icon |
| Language translation |
Build and run an app to translate languages. |
/guides/use-case/nlp/language-translation/ |
translate |
|
| title |
description |
link |
icon |
| Named entity recognition |
Explore an app that can identify named entities, like people, organizations, or locations. |
/guides/use-case/nlp/named-entity-recognition/ |
badge |
|
| title |
description |
link |
icon |
| Sentiment analysis |
Learn how to analyze text for sentiment, like positive, negative, or neutral. |
/guides/use-case/nlp/sentiment-analysis/ |
sentiment_very_satisfied |
|
| title |
description |
link |
icon |
| Text classification |
Build a text classification app and analyze the precision of your model. |
/guides/use-case/nlp/text-classification/ |
text_snippet |
|
| title |
description |
link |
icon |
| 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.
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."
}}
Databases & storage
{{< card
title="Use containerized databases"
icon=storage
link=/guides/use-case/databases/
description="Learn how to run and manage containerized databases."
}}
Machine learning & AI
{{< grid items="grid_genai" >}}
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."
}}