feat: Alphagenome finetuning notebook (#4445)

* feat: Alphagenome finetuning notebook

* Update cloudai_alphagenome_finetune.ipynb

Fixed the lint errors

* Update cloudai_alphagenome_finetune.ipynb

Fix lint errors

* feat: Add Alphagenome finetune

* feat: Include the Alphagenome finetuning notebook url in the readme. Update the codeowners

* feat: Add alphagegenome finetune notebook to the readme, add user to codeowners

* feat: fix spelling

Author: dpanigra

notebooks/community/CODEOWNERS

@@ -27,6 +27,7 @@
 /vertex_endpoints/nvidia-triton/nvidia-triton-custom-container-prediction.ipynb @RajeshThallam
 /vertex_endpoints/optimized_tensorflow_runtime @vlasenkoalexey
 /notebooks/community/alphagenome/cloudai_alphagenome_vai_quickstart.ipynb @dpanigra
+/notebooks/community/alphagenome/cloudai_alphagenome_finetune.ipynb @dpanigra
 /notebooks/community/weathernext/weathernext_2_early_access_program.ipynb @dpanigra
 /notebooks/community/ml_ops/stage2/get_started_with_visionapi_and_automl.ipynb @mansari
 /notebooks/community/neo4j/graph_paysim.ipynb @benofben @laeg

notebooks/community/alphagenome/README.md

@@ -1,7 +1,8 @@
 ![AlphaGenome header image](https://raw.githubusercontent.com/google-deepmind/alphagenome/refs/heads/main/docs/source/_static/header.png)
 
 # AlphaGenome
-[**Overview**](#overview) | [**Use Cases**](#use-cases) | [**Documentation**](#documentation) | [**Pricing**](#pricing) | [**Quick start**](#quick-start)
+[**Overview**](#overview) | [**Use Cases**](#use-cases) | [**Documentation**](#documentation) | [**Pricing**](#pricing) | [**Quick start inference**](#quick-start-inference) | 
+[**Quick start finetune**](#quick-start-finetune)
 
 ## Overview
 **Disclaimer:** *Experimental*.
@@ -89,5 +90,8 @@ To utilize these models via this service:
 *   **Pricing information** will be shared directly with users upon approval
     and placement on the allowlist.
 
-## Quick start
+## Quick start inference
 The quickest way to get started with the AlphaGenome in Google Cloud Platform is to run [our example notebook](cloudai_alphagenome_vai_quickstart.ipynb) in [Google Colab](https://colab.research.google.com/).
+
+## Quick start finetune
+The quickest way to get started with the AlphaGenome fineutning in Google Cloud Platform is to run [our finetuning notebook](cloudai_alphagenome_finetune.ipynb) in [Google Cloud Platform Enterprise Colab](https://docs.cloud.google.com/colab/docs/introduction).