Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add LLM and ML engineering books to README #3159

Merged
merged 19 commits into from
Oct 31, 2024
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
28 changes: 17 additions & 11 deletions README.md
Original file line number Diff line number Diff line change
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

Expand Down
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading