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Add LLM and ML engineering books to README (#3159)
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* Add LLM and ML engineering books to README

* Update book section layout and improve description

* Update book display layout in README.md

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Co-authored-by: Alex Strick van Linschoten <[email protected]>

* Update README.md

Co-authored-by: Alex Strick van Linschoten <[email protected]>

* Remove unnecessary HTML tags for README.md layout

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* Update deployment options link in README.md

* Add ZenML Pro sign up link to README.md

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Co-authored-by: Alex Strick van Linschoten <[email protected]>
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htahir1 and strickvl authored Oct 31, 2024
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Expand Up @@ -228,22 +228,28 @@ And finally, here are some other examples and use cases for inspiration:
5. [LLMops](https://github.com/zenml-io/zenml-projects/tree/main/llm-complete-guide): Complete guide to do LLM with ZenML


## 📚 Learn from Books

<div align="center">
<a href="https://www.amazon.com/LLM-Engineers-Handbook-engineering-production/dp/1836200072">
<img src="docs/book/.gitbook/assets/llm_engineering_handbook_cover.jpg" alt="LLM Engineer's Handbook Cover" width="200"/></img>
</a>&nbsp;&nbsp;&nbsp;&nbsp;
<a href="https://www.amazon.com/-/en/Andrew-McMahon/dp/1837631964">
<img src="docs/book/.gitbook/assets/ml_engineering_with_python.jpg" alt="Machine Learning Engineering with Python Cover" width="200"/></img>
</a>
</br></br>
</div>

ZenML is featured in these comprehensive guides to modern MLOps and LLM engineering. Learn how to build production-ready machine learning systems with real-world examples and best practices.

## 🔋 Deploy ZenML

For full functionality ZenML should be deployed on the cloud to
enable collaborative features as the central MLOps interface for teams.

Currently, there are two main ways to deploy ZenML:

- **ZenML Pro**: [ZenML Pro](cloud.zenml.io/?utm_source=readme&utm_medium=referral_link&utm_campaign=cloud_promotion&utm_content=signup_link),
offers a SaaS version which comes with a control plane to create and manage multiple ZenML servers.
These servers are managed and maintained by ZenML’s dedicated team, alleviating
the burden of server management from your end. They also come with additional features like RBAC, a Model Control Plane
and [much more](https://zenml-io.gitbook.io/zenml-documentation/getting-started/zenml-pro.
- **Self-hosted deployment**: Alternatively, you have the flexibility to [deploy
ZenML on your own self-hosted environment](https://docs.zenml.io/getting-started/deploying-zenml#deploying-a-zenml-server).
This can be achieved through various methods, including using our CLI, Docker,
Helm, or HuggingFace Spaces.
Read more about various deployment options [here](https://docs.zenml.io/getting-started/deploying-zenml).

Or, sign up for [ZenML Pro to get a fully managed server on a free trial](https://cloud.zenml.io/?utm_source=readme&utm_medium=referral_link&utm_campaign=cloud_promotion&utm_content=signup_link).

## Use ZenML with VS Code

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