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# 🐳 automl-docker
With this beginner-friendly CLI tool, you can create containerized machine learning models from your labeled texts in minutes. With this tool you can:
- Easily create a mschine learning model
- Easily create a machine learning model
- Create a docker container for the model
- Connect to the container with an API
- Use your model via a UI

[Watch a tutorial on YouTube](https://www.youtube.com/watch?v=IUFyCYE6cbc&ab_channel=KernAI)


## Set-up & Installation
This repository uses various libraries, such as sklearn or our [embedders library](https://github.com/code-kern-ai/embedders). In our guide, we use the [clickbait dataset](https://www.kaggle.com/datasets/amananandrai/clickbait-dataset) to illustrate how you can use `🐳 automl-docker`. The data is small and easy-to-use; of course, you can still use any other dataset.

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